{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import cv2\n",
    "import random\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import tensorflow as tf\n",
    "from scipy.ndimage import rotate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "#load images from Total Images folder\n",
    "def load_images_from_folder(folder):\n",
    "    images = []\n",
    "    for filename in os.listdir(folder):\n",
    "        img = cv2.imread(os.path.join(folder,filename))\n",
    "        if img is not None:\n",
    "            images.append(img)\n",
    "    return images\n",
    "\n",
    "images = load_images_from_folder(r'Total Images Processed')\n",
    "\n",
    "\n",
    "#code validation\n",
    "#show first 5 images using plt subplot\n",
    "for i in range(5):\n",
    "    plt.subplot(1,5,i+1)\n",
    "    plt.imshow(images[i])\n",
    "\n",
    "print(len(images))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(32, 64, 3)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "images[0].shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(37, 66, 3)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "images[2].shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# resize images to 32x64\n",
    "resized_images = []\n",
    "for img in images:\n",
    "    img = cv2.resize(img, (64, 32))\n",
    "    resized_images.append(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(32, 64, 3)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "resized_images[2].shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#show first 5 images using plt subplot\n",
    "for i in range(5):\n",
    "    plt.subplot(1,5,i+1)\n",
    "    plt.imshow(resized_images[i])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "15477\n",
      "['أت', 'ظافر', 'ظافر', 'ظافر', 'يق']\n"
     ]
    }
   ],
   "source": [
    "#load labels from Total GT folder\n",
    "def load_labels_from_folder(folder):\n",
    "    labels = []\n",
    "    for filename in os.listdir(folder):\n",
    "        #read inside txt files\n",
    "        with open(os.path.join(folder,filename), 'r', encoding='utf-8') as f:\n",
    "            label = f.read()\n",
    "        labels.append(label)\n",
    "    return labels\n",
    "\n",
    "labels = load_labels_from_folder(r'Total GT Processed')\n",
    "print(len(labels))\n",
    "#print first 5 labels\n",
    "print (labels[0:5])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## DEALING WITH LABELS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def clean_labels(labels):\n",
    "    cleaned_labels = []\n",
    "    for label in labels:\n",
    "        label = label.split(\" \")[-1].strip()\n",
    "        cleaned_labels.append(label)\n",
    "    return cleaned_labels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "labels_cleaned = clean_labels(labels)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# select only the images with labels cleaned\n",
    "resized_images = [img for img, label in zip(resized_images, labels_cleaned) if label]\n",
    "labels = [label for label in labels_cleaned if label]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Maximum length:  7\n",
      "Vocab size:  39\n"
     ]
    }
   ],
   "source": [
    "from tensorflow.keras.layers.experimental.preprocessing import StringLookup\n",
    "max_len = 0\n",
    "characters = set()\n",
    "for label in labels:\n",
    "    label = label.split(\" \")[-1].strip()\n",
    "    for char in label:\n",
    "        characters.add(char)\n",
    "\n",
    "    max_len = max(max_len, len(label))\n",
    "\n",
    "print(\"Maximum length: \", max_len)\n",
    "print(\"Vocab size: \", len(characters))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'ب', 'ك', 'ئ', 'ر', 'غ', 'ث', 'ي', 'و', 'آ', 'ظ', 'ح', 'ط', '،', 'ع', 'ض', 'خ', 'ش', 'أ', '.', 'س', ':', 'ن', 'ص', 'ق', 'إ', 'ز', 'ة', 'ل', 'م', 'ج', 'ذ', 'ف', 'ؤ', 'ٍ', 'ء', 'ت', 'ا', 'ه', 'د'}\n"
     ]
    }
   ],
   "source": [
    "print(characters)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "AUTOTUNE = tf.data.AUTOTUNE\n",
    "\n",
    "# Mapping characters to integers.\n",
    "char_to_num = StringLookup(vocabulary=list(characters), mask_token=None)\n",
    "\n",
    "# Mapping integers back to original characters.\n",
    "num_to_char = StringLookup(\n",
    "    vocabulary=char_to_num.get_vocabulary(), mask_token=None, invert=True\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "padding_token = 99\n",
    "\n",
    "def vectorize_label(label):\n",
    "    print(label)\n",
    "    label = char_to_num(tf.strings.unicode_split(label, input_encoding=\"UTF-8\"))\n",
    "    length = tf.shape(label)[0]\n",
    "    pad_amount = max_len - length\n",
    "    label = tf.pad(label, paddings=[[0, pad_amount]], constant_values=padding_token)\n",
    "    return label\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "أت\n",
      "tf.Tensor([18 36 99 99 99 99 99], shape=(7,), dtype=int64)\n",
      "أت\n"
     ]
    }
   ],
   "source": [
    "label1=vectorize_label(labels[0])\n",
    "print(label1)\n",
    "indices = tf.gather(label1, tf.where(tf.math.not_equal(label1, padding_token)))\n",
    "label1 = tf.strings.reduce_join(num_to_char(indices))\n",
    "label1 = label1.numpy().decode(\"utf-8\")\n",
    "print(label1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def devectorize_label(label):\n",
    "    # Remove padding tokens\n",
    "    label = label[label != padding_token]\n",
    "    \n",
    "    # Convert label indices back to characters\n",
    "    characters = [char_to_num.get_vocabulary()[idx] for idx in label]\n",
    "    \n",
    "    # Concatenate characters to form the original text\n",
    "    original_text = ''.join(characters)\n",
    "    \n",
    "    return original_text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "15372"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(resized_images)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "15372"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(labels)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['أت',\n",
       " 'ظافر',\n",
       " 'ظافر',\n",
       " 'ظافر',\n",
       " 'يق',\n",
       " 'يق',\n",
       " 'يق',\n",
       " 'را',\n",
       " 'را',\n",
       " 'را',\n",
       " 'ي',\n",
       " 'ي',\n",
       " 'ي',\n",
       " 'لؤ',\n",
       " 'لؤ',\n",
       " 'لؤ',\n",
       " 'بن',\n",
       " 'بن',\n",
       " 'بن',\n",
       " 'رؤوف',\n",
       " 'رؤوف',\n",
       " 'رؤوف',\n",
       " 'بصحبة',\n",
       " 'بصحبة',\n",
       " 'بصحبة',\n",
       " 'م',\n",
       " 'م',\n",
       " 'م',\n",
       " 'ضرغا',\n",
       " 'ضرغا',\n",
       " 'ضرغا',\n",
       " 'أت',\n",
       " 'أت',\n",
       " 'بد',\n",
       " 'مظفر',\n",
       " 'مظفر',\n",
       " 'مظفر',\n",
       " 'نوح',\n",
       " 'نوح',\n",
       " 'نوح',\n",
       " 'ذهب',\n",
       " 'ذهب',\n",
       " 'ذهب',\n",
       " 'بد',\n",
       " 'بد',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " 'للحج',\n",
       " 'للحج',\n",
       " 'للحج',\n",
       " 'عفيف',\n",
       " 'عفيف',\n",
       " 'عفيف',\n",
       " 'ن',\n",
       " 'ن',\n",
       " 'ن',\n",
       " 'خاز',\n",
       " 'خاز',\n",
       " 'خاز',\n",
       " 'وهلال',\n",
       " 'وهلال',\n",
       " 'وهلال',\n",
       " 'عطعوط',\n",
       " 'عطعوط',\n",
       " 'عطعوط',\n",
       " 'وهو',\n",
       " 'و',\n",
       " 'و',\n",
       " 'و',\n",
       " 'طفنا',\n",
       " 'طفنا',\n",
       " 'طفنا',\n",
       " 'لنا',\n",
       " 'لنا',\n",
       " 'لنا',\n",
       " 'وصو',\n",
       " 'وصو',\n",
       " 'وصو',\n",
       " 'عند',\n",
       " 'عند',\n",
       " 'عند',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " 'يلبي',\n",
       " 'يلبي',\n",
       " 'يلبي',\n",
       " 'آخر',\n",
       " 'آخر',\n",
       " 'آخر',\n",
       " 'ثر',\n",
       " 'ثر',\n",
       " 'ثر',\n",
       " 'إ',\n",
       " 'إ',\n",
       " 'إ',\n",
       " 'وهو',\n",
       " 'وهو',\n",
       " 'حاج',\n",
       " 'حاج',\n",
       " 'حاج',\n",
       " 'في',\n",
       " 'في',\n",
       " 'في',\n",
       " 'جاري',\n",
       " 'جاري',\n",
       " 'جاري',\n",
       " 'كان',\n",
       " 'كان',\n",
       " 'كان',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " 'شيخ',\n",
       " 'شيخ',\n",
       " 'شيخ',\n",
       " 'مع',\n",
       " 'مع',\n",
       " 'مع',\n",
       " 'سعينا',\n",
       " 'سعينا',\n",
       " 'سعينا',\n",
       " '.',\n",
       " 'رايق',\n",
       " 'رايق',\n",
       " 'رايق',\n",
       " 'ي',\n",
       " 'ي',\n",
       " 'ي',\n",
       " 'لؤ',\n",
       " 'لؤ',\n",
       " 'لؤ',\n",
       " 'بن',\n",
       " 'بن',\n",
       " 'بن',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " 'رؤوف',\n",
       " 'رؤوف',\n",
       " 'رؤوف',\n",
       " 'بصحبة',\n",
       " 'بصحبة',\n",
       " 'بصحبة',\n",
       " 'م',\n",
       " 'م',\n",
       " 'م',\n",
       " 'ضرغا',\n",
       " 'ضرغا',\n",
       " 'ضرغا',\n",
       " 'مظفر',\n",
       " 'مظفر',\n",
       " 'مظفر',\n",
       " '.',\n",
       " '.',\n",
       " 'للحج',\n",
       " 'نوح',\n",
       " 'نوح',\n",
       " 'نوح',\n",
       " 'هب',\n",
       " 'هب',\n",
       " 'هب',\n",
       " 'ذ',\n",
       " 'ذ',\n",
       " 'ذ',\n",
       " 'للحج',\n",
       " 'للحج',\n",
       " 'عفيف',\n",
       " 'عفيف',\n",
       " 'عفيف',\n",
       " 'خازن',\n",
       " 'خازن',\n",
       " 'خازن',\n",
       " 'ل',\n",
       " 'ل',\n",
       " 'ل',\n",
       " 'وهلا',\n",
       " 'وهلا',\n",
       " 'وهلا',\n",
       " 'عطعوط',\n",
       " 'عطعوط',\n",
       " 'عطعوط',\n",
       " 'فر',\n",
       " 'فر',\n",
       " 'فر',\n",
       " 'ظا',\n",
       " 'ظا',\n",
       " 'ظا',\n",
       " 'الخيمة',\n",
       " 'وصولنا',\n",
       " 'وصولنا',\n",
       " 'وصولنا',\n",
       " 'عند',\n",
       " 'عند',\n",
       " 'عند',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " 'يلبي',\n",
       " 'يلبي',\n",
       " 'يلبي',\n",
       " 'آخر',\n",
       " 'آخر',\n",
       " 'آخر',\n",
       " 'إ',\n",
       " 'إ',\n",
       " 'إ',\n",
       " 'حاج',\n",
       " 'حاج',\n",
       " 'حاج',\n",
       " 'لحجيج',\n",
       " 'لحجيج',\n",
       " 'لحجيج',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'قوافل',\n",
       " 'قوافل',\n",
       " 'قوافل',\n",
       " 'الخيمة',\n",
       " 'الخيمة',\n",
       " 'في',\n",
       " 'أت',\n",
       " 'أت',\n",
       " 'أت',\n",
       " 'بد',\n",
       " 'بد',\n",
       " 'بد',\n",
       " 'في',\n",
       " 'في',\n",
       " 'جاري',\n",
       " 'جاري',\n",
       " 'جاري',\n",
       " 'كان',\n",
       " 'كان',\n",
       " 'كان',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " 'شيخ',\n",
       " 'شيخ',\n",
       " 'شيخ',\n",
       " 'مع',\n",
       " 'مع',\n",
       " 'مع',\n",
       " 'وسعينا',\n",
       " 'وسعينا',\n",
       " 'وسعينا',\n",
       " 'طفنا',\n",
       " 'طفنا',\n",
       " 'طفنا',\n",
       " '.',\n",
       " 'دراق',\n",
       " 'دراق',\n",
       " 'دراق',\n",
       " '،',\n",
       " '،',\n",
       " '،',\n",
       " 'مشمش',\n",
       " 'مشمش',\n",
       " 'مشمش',\n",
       " ':',\n",
       " ':',\n",
       " ':',\n",
       " 'لنص',\n",
       " 'لنص',\n",
       " 'لنص',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'لهذ',\n",
       " 'لهذ',\n",
       " 'لهذ',\n",
       " '.',\n",
       " '.',\n",
       " 'نسر',\n",
       " 'نسر',\n",
       " 'نسر',\n",
       " '،',\n",
       " '،',\n",
       " '،',\n",
       " 'بث',\n",
       " 'بث',\n",
       " 'بث',\n",
       " '،',\n",
       " '،',\n",
       " '،',\n",
       " 'ناء',\n",
       " 'ناء',\n",
       " 'ناء',\n",
       " '،',\n",
       " '،',\n",
       " '،',\n",
       " 'غيظ',\n",
       " 'غيظ',\n",
       " 'غيظ',\n",
       " '،',\n",
       " '،',\n",
       " '،',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " 'نسر',\n",
       " 'نسر',\n",
       " 'نسر',\n",
       " '،',\n",
       " '،',\n",
       " '،',\n",
       " 'بث',\n",
       " 'بث',\n",
       " 'بث',\n",
       " '،',\n",
       " '،',\n",
       " '،',\n",
       " 'ء',\n",
       " 'ء',\n",
       " 'ء',\n",
       " 'نا',\n",
       " 'نا',\n",
       " 'نا',\n",
       " '،',\n",
       " '،',\n",
       " '،',\n",
       " 'غيظ',\n",
       " 'غيظ',\n",
       " 'غيظ',\n",
       " 'ط',\n",
       " 'و',\n",
       " 'و',\n",
       " 'و',\n",
       " 'ؤ',\n",
       " 'ؤ',\n",
       " 'ؤ',\n",
       " 'ر',\n",
       " 'ر',\n",
       " 'ر',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " 'بصحبة',\n",
       " 'بصحبة',\n",
       " 'بصحبة',\n",
       " 'م',\n",
       " 'م',\n",
       " 'م',\n",
       " 'غا',\n",
       " 'غا',\n",
       " 'غا',\n",
       " 'ضر',\n",
       " 'ضر',\n",
       " 'ضر',\n",
       " 'ط',\n",
       " 'ط',\n",
       " 'عطعو',\n",
       " 'مظفر',\n",
       " 'مظفر',\n",
       " 'مظفر',\n",
       " 'ح',\n",
       " 'ح',\n",
       " 'ح',\n",
       " 'نو',\n",
       " 'نو',\n",
       " 'نو',\n",
       " 'هب',\n",
       " 'هب',\n",
       " 'هب',\n",
       " 'ذ',\n",
       " 'ذ',\n",
       " 'ذ',\n",
       " 'عطعو',\n",
       " 'عطعو',\n",
       " 'ظافر',\n",
       " 'ظافر',\n",
       " 'ظافر',\n",
       " 'يق',\n",
       " 'يق',\n",
       " 'يق',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ر',\n",
       " 'ر',\n",
       " 'ر',\n",
       " 'ء',\n",
       " 'ء',\n",
       " 'ء',\n",
       " 'لؤ',\n",
       " 'لؤ',\n",
       " 'لؤ',\n",
       " 'بن',\n",
       " 'بن',\n",
       " 'بن',\n",
       " 'ت',\n",
       " 'ت',\n",
       " 'ت',\n",
       " 'أ',\n",
       " 'أ',\n",
       " 'أ',\n",
       " 'بد',\n",
       " 'بد',\n",
       " 'بد',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " 'للحج',\n",
       " 'للحج',\n",
       " 'للحج',\n",
       " 'عفيف',\n",
       " 'عفيف',\n",
       " 'عفيف',\n",
       " 'ن',\n",
       " 'ن',\n",
       " 'ن',\n",
       " 'خاز',\n",
       " 'خاز',\n",
       " 'خاز',\n",
       " 'ل',\n",
       " 'ل',\n",
       " 'ل',\n",
       " 'هلا',\n",
       " 'هلا',\n",
       " 'هلا',\n",
       " 'إ',\n",
       " 'إ',\n",
       " 'إ',\n",
       " 'ج',\n",
       " 'ج',\n",
       " 'ج',\n",
       " 'حا',\n",
       " 'حا',\n",
       " 'حا',\n",
       " 'لحجيج',\n",
       " 'لحجيج',\n",
       " 'لحجيج',\n",
       " 'أ',\n",
       " 'أ',\n",
       " 'أ',\n",
       " 'فل',\n",
       " 'فل',\n",
       " 'فل',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'قو',\n",
       " 'قو',\n",
       " 'قو',\n",
       " 'سعينا',\n",
       " 'سعينا',\n",
       " 'سعينا',\n",
       " 'و',\n",
       " 'و',\n",
       " 'و',\n",
       " 'طفنا',\n",
       " 'طفنا',\n",
       " 'طفنا',\n",
       " 'لنا',\n",
       " 'لنا',\n",
       " 'لنا',\n",
       " 'صو',\n",
       " 'صو',\n",
       " 'صو',\n",
       " 'و',\n",
       " 'و',\n",
       " 'و',\n",
       " 'ر',\n",
       " 'ر',\n",
       " 'ر',\n",
       " 'جا',\n",
       " 'جا',\n",
       " 'جا',\n",
       " 'ن',\n",
       " 'ن',\n",
       " 'ن',\n",
       " 'كا',\n",
       " 'كا',\n",
       " 'كا',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " 'شيخ',\n",
       " 'شيخ',\n",
       " 'شيخ',\n",
       " 'مع',\n",
       " 'مع',\n",
       " 'مع',\n",
       " 'لتالية',\n",
       " 'لتالية',\n",
       " 'لتالية',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'لكلمات',\n",
       " 'لكلمات',\n",
       " 'لكلمات',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ة',\n",
       " 'ة',\n",
       " 'ة',\n",
       " 'ئد',\n",
       " 'ئد',\n",
       " 'ئد',\n",
       " 'فا',\n",
       " 'فا',\n",
       " 'فا',\n",
       " 'تعلم',\n",
       " 'تعلم',\n",
       " 'تعلم',\n",
       " 'هل',\n",
       " 'هل',\n",
       " 'هل',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " 'ر',\n",
       " 'لحج',\n",
       " 'لحج',\n",
       " 'لحج',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ر',\n",
       " 'ر',\n",
       " 'د',\n",
       " 'د',\n",
       " 'د',\n",
       " '،',\n",
       " '،',\n",
       " '،',\n",
       " 'مشمش',\n",
       " 'مشمش',\n",
       " 'مشمش',\n",
       " ':',\n",
       " ':',\n",
       " ':',\n",
       " 'النص',\n",
       " 'النص',\n",
       " 'النص',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'لهذ',\n",
       " 'لهذ',\n",
       " 'لهذ',\n",
       " '.',\n",
       " '،',\n",
       " '،',\n",
       " '،',\n",
       " 'راق',\n",
       " 'راق',\n",
       " 'راق',\n",
       " 'د',\n",
       " 'د',\n",
       " 'د',\n",
       " '،',\n",
       " '،',\n",
       " '،',\n",
       " 'مشمش',\n",
       " 'مشمش',\n",
       " 'مشمش',\n",
       " ':',\n",
       " ':',\n",
       " ':',\n",
       " 'لنص',\n",
       " 'لنص',\n",
       " 'لنص',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'لهذ',\n",
       " 'لهذ',\n",
       " 'لهذ',\n",
       " '.',\n",
       " '.',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " '،',\n",
       " '،',\n",
       " '،',\n",
       " 'بث',\n",
       " 'بث',\n",
       " 'بث',\n",
       " '،',\n",
       " '،',\n",
       " '،',\n",
       " 'ء',\n",
       " 'ء',\n",
       " 'ء',\n",
       " 'نا',\n",
       " 'نا',\n",
       " 'نا',\n",
       " '،',\n",
       " '،',\n",
       " '،',\n",
       " 'غيظ',\n",
       " 'غيظ',\n",
       " 'غيظ',\n",
       " 'ظافر',\n",
       " 'بصحبة',\n",
       " 'بصحبة',\n",
       " 'بصحبة',\n",
       " 'م',\n",
       " 'م',\n",
       " 'م',\n",
       " 'ضرغا',\n",
       " 'ضرغا',\n",
       " 'ضرغا',\n",
       " 'مظفر',\n",
       " 'مظفر',\n",
       " 'مظفر',\n",
       " 'نوح',\n",
       " 'نوح',\n",
       " 'نوح',\n",
       " 'هب',\n",
       " 'هب',\n",
       " 'هب',\n",
       " 'ذ',\n",
       " 'ذ',\n",
       " 'ذ',\n",
       " 'ظافر',\n",
       " 'ظافر',\n",
       " 'يق',\n",
       " 'يق',\n",
       " 'يق',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ر',\n",
       " 'ر',\n",
       " 'ر',\n",
       " 'لؤي',\n",
       " 'لؤي',\n",
       " 'لؤي',\n",
       " 'بن',\n",
       " 'بن',\n",
       " 'بن',\n",
       " 'ف',\n",
       " 'ف',\n",
       " 'ف',\n",
       " 'ؤو',\n",
       " 'ؤو',\n",
       " 'ؤو',\n",
       " 'ر',\n",
       " 'ر',\n",
       " 'ر',\n",
       " 'ج',\n",
       " 'للحج',\n",
       " 'للحج',\n",
       " 'للحج',\n",
       " 'عفيف',\n",
       " 'عفيف',\n",
       " 'عفيف',\n",
       " 'ن',\n",
       " 'ن',\n",
       " 'ن',\n",
       " 'ز',\n",
       " 'ز',\n",
       " 'ز',\n",
       " 'خا',\n",
       " 'خا',\n",
       " 'خا',\n",
       " 'ل',\n",
       " 'ل',\n",
       " 'ل',\n",
       " 'وهلا',\n",
       " 'وهلا',\n",
       " 'وهلا',\n",
       " 'ط',\n",
       " 'ط',\n",
       " 'ط',\n",
       " 'عطعو',\n",
       " 'عطعو',\n",
       " 'عطعو',\n",
       " 'ج',\n",
       " 'ج',\n",
       " 'حا',\n",
       " 'حا',\n",
       " 'حا',\n",
       " 'لحجيج',\n",
       " 'لحجيج',\n",
       " 'لحجيج',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'قوافل',\n",
       " 'قوافل',\n",
       " 'قوافل',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'بد',\n",
       " 'بد',\n",
       " 'بد',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " 'ي',\n",
       " 'لنا',\n",
       " 'لنا',\n",
       " 'لنا',\n",
       " 'وصو',\n",
       " 'وصو',\n",
       " 'وصو',\n",
       " 'عند',\n",
       " 'عند',\n",
       " 'عند',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " 'يلي',\n",
       " 'يلي',\n",
       " 'يلي',\n",
       " 'أخر',\n",
       " 'أخر',\n",
       " 'أخر',\n",
       " 'ثر',\n",
       " 'ثر',\n",
       " 'ثر',\n",
       " 'إ',\n",
       " 'إ',\n",
       " 'إ',\n",
       " 'ي',\n",
       " 'ي',\n",
       " 'جا',\n",
       " 'جا',\n",
       " 'جا',\n",
       " 'كان',\n",
       " 'كان',\n",
       " 'كان',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " 'شيخ',\n",
       " 'شيخ',\n",
       " 'شيخ',\n",
       " 'مع',\n",
       " 'مع',\n",
       " 'مع',\n",
       " 'وسعينا',\n",
       " 'وسعينا',\n",
       " 'وسعينا',\n",
       " 'طفنا',\n",
       " 'طفنا',\n",
       " 'طفنا',\n",
       " 'ت',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'في',\n",
       " 'في',\n",
       " 'في',\n",
       " 'ننا',\n",
       " 'ننا',\n",
       " 'ننا',\n",
       " 'إ',\n",
       " 'إ',\n",
       " 'إ',\n",
       " 'ه',\n",
       " 'ه',\n",
       " 'ه',\n",
       " 'غ',\n",
       " 'غ',\n",
       " 'غ',\n",
       " 'ص',\n",
       " 'ص',\n",
       " 'ص',\n",
       " '،',\n",
       " '،',\n",
       " '،',\n",
       " 'ش',\n",
       " 'ش',\n",
       " 'ش',\n",
       " 'ت',\n",
       " 'ت',\n",
       " 'ب',\n",
       " 'ب',\n",
       " 'ب',\n",
       " '،',\n",
       " '،',\n",
       " '،',\n",
       " 'ض',\n",
       " 'ض',\n",
       " 'ض',\n",
       " 'خ',\n",
       " 'خ',\n",
       " 'خ',\n",
       " 'ث',\n",
       " 'ث',\n",
       " 'ث',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ة',\n",
       " 'ة',\n",
       " 'ة',\n",
       " 'فا',\n",
       " 'فا',\n",
       " 'فا',\n",
       " 'تعلم',\n",
       " 'تعلم',\n",
       " 'تعلم',\n",
       " 'هل',\n",
       " 'هل',\n",
       " 'هل',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " 'ي',\n",
       " 'ضرغا',\n",
       " 'ضرغا',\n",
       " 'ضرغا',\n",
       " 'مظفر',\n",
       " 'مظفر',\n",
       " 'مظفر',\n",
       " 'ح',\n",
       " 'ح',\n",
       " 'ح',\n",
       " 'نو',\n",
       " 'نو',\n",
       " 'نو',\n",
       " 'هب',\n",
       " 'هب',\n",
       " 'هب',\n",
       " 'ذ',\n",
       " 'ذ',\n",
       " 'ذ',\n",
       " 'ي',\n",
       " 'ي',\n",
       " 'لؤ',\n",
       " 'لؤ',\n",
       " 'لؤ',\n",
       " 'بن',\n",
       " 'بن',\n",
       " 'بن',\n",
       " 'ف',\n",
       " 'ف',\n",
       " 'ف',\n",
       " 'و',\n",
       " 'و',\n",
       " 'و',\n",
       " 'ؤ',\n",
       " 'ؤ',\n",
       " 'ؤ',\n",
       " 'ر',\n",
       " 'ر',\n",
       " 'ر',\n",
       " 'بصحبة',\n",
       " 'بصحبة',\n",
       " 'بصحبة',\n",
       " 'م',\n",
       " 'م',\n",
       " 'م',\n",
       " '.',\n",
       " 'ط',\n",
       " 'ط',\n",
       " 'ط',\n",
       " 'عطعو',\n",
       " 'عطعو',\n",
       " 'عطعو',\n",
       " 'فر',\n",
       " 'فر',\n",
       " 'فر',\n",
       " 'ظا',\n",
       " 'ظا',\n",
       " 'ظا',\n",
       " 'يق',\n",
       " 'يق',\n",
       " 'يق',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ر',\n",
       " 'ر',\n",
       " 'ر',\n",
       " '.',\n",
       " '.',\n",
       " 'للحج',\n",
       " 'للحج',\n",
       " 'للحج',\n",
       " 'عفيف',\n",
       " 'عفيف',\n",
       " 'عفيف',\n",
       " 'ن',\n",
       " 'ن',\n",
       " 'ن',\n",
       " 'ز',\n",
       " 'ز',\n",
       " 'ز',\n",
       " 'خا',\n",
       " 'خا',\n",
       " 'خا',\n",
       " 'ل',\n",
       " 'ل',\n",
       " 'ل',\n",
       " 'هلا',\n",
       " 'هلا',\n",
       " 'هلا',\n",
       " 'و',\n",
       " 'و',\n",
       " 'و',\n",
       " '.',\n",
       " 'فل',\n",
       " 'فل',\n",
       " 'فل',\n",
       " 'قوا',\n",
       " 'قوا',\n",
       " 'قوا',\n",
       " 'أت',\n",
       " 'أت',\n",
       " 'أت',\n",
       " '.',\n",
       " '.',\n",
       " 'يلي',\n",
       " 'يلي',\n",
       " 'يلي',\n",
       " 'آخر',\n",
       " 'آخر',\n",
       " 'آخر',\n",
       " 'ثر',\n",
       " 'ثر',\n",
       " 'ثر',\n",
       " 'إ',\n",
       " 'إ',\n",
       " 'إ',\n",
       " 'ج',\n",
       " 'ج',\n",
       " 'ج',\n",
       " 'لحجيج',\n",
       " 'لحجيج',\n",
       " 'لحجيج',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'لخيمة',\n",
       " 'مع',\n",
       " 'مع',\n",
       " 'مع',\n",
       " 'وسعينا',\n",
       " 'وسعينا',\n",
       " 'وسعينا',\n",
       " 'طفنا',\n",
       " 'طفنا',\n",
       " 'طفنا',\n",
       " 'لنا',\n",
       " 'لنا',\n",
       " 'لنا',\n",
       " 'صو',\n",
       " 'صو',\n",
       " 'صو',\n",
       " 'و',\n",
       " 'و',\n",
       " 'و',\n",
       " 'لخيمة',\n",
       " 'لخيمة',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'في',\n",
       " 'في',\n",
       " 'في',\n",
       " 'ي',\n",
       " 'ي',\n",
       " 'ي',\n",
       " 'جار',\n",
       " 'جار',\n",
       " 'جار',\n",
       " 'ن',\n",
       " 'ن',\n",
       " 'ن',\n",
       " 'كا',\n",
       " 'كا',\n",
       " 'كا',\n",
       " '.',\n",
       " '.',\n",
       " '.',\n",
       " 'شيخ',\n",
       " 'شيخ',\n",
       " 'شيخ',\n",
       " 'نا',\n",
       " 'نا',\n",
       " 'نا',\n",
       " 'هو',\n",
       " 'هو',\n",
       " 'هو',\n",
       " 'و',\n",
       " 'و',\n",
       " 'و',\n",
       " 'يتكلم',\n",
       " ...]"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "labels_cleaned"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "أت\n",
      "ظافر\n",
      "ظافر\n",
      "ظافر\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "أت\n",
      "أت\n",
      "بد\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "ذهب\n",
      "ذهب\n",
      "ذهب\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "خاز\n",
      "خاز\n",
      "خاز\n",
      "وهلال\n",
      "وهلال\n",
      "وهلال\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "وهو\n",
      "و\n",
      "و\n",
      "و\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "وصو\n",
      "وصو\n",
      "وصو\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "وهو\n",
      "وهو\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "في\n",
      "في\n",
      "في\n",
      "جاري\n",
      "جاري\n",
      "جاري\n",
      "كان\n",
      "كان\n",
      "كان\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      ".\n",
      "رايق\n",
      "رايق\n",
      "رايق\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      ".\n",
      ".\n",
      ".\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      ".\n",
      ".\n",
      "للحج\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "خازن\n",
      "خازن\n",
      "خازن\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "وهلا\n",
      "وهلا\n",
      "وهلا\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "الخيمة\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "قوافل\n",
      "قوافل\n",
      "قوافل\n",
      "الخيمة\n",
      "الخيمة\n",
      "في\n",
      "أت\n",
      "أت\n",
      "أت\n",
      "بد\n",
      "بد\n",
      "بد\n",
      "في\n",
      "في\n",
      "جاري\n",
      "جاري\n",
      "جاري\n",
      "كان\n",
      "كان\n",
      "كان\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      ".\n",
      "دراق\n",
      "دراق\n",
      "دراق\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "لنص\n",
      "لنص\n",
      "لنص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      ".\n",
      ".\n",
      "نسر\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ناء\n",
      "ناء\n",
      "ناء\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "،\n",
      "،\n",
      "،\n",
      ".\n",
      ".\n",
      ".\n",
      "نسر\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "ط\n",
      "و\n",
      "و\n",
      "و\n",
      "ؤ\n",
      "ؤ\n",
      "ؤ\n",
      "ر\n",
      "ر\n",
      "ر\n",
      ".\n",
      ".\n",
      ".\n",
      ".\n",
      ".\n",
      ".\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "غا\n",
      "غا\n",
      "غا\n",
      "ضر\n",
      "ضر\n",
      "ضر\n",
      "ط\n",
      "ط\n",
      "عطعو\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "عطعو\n",
      "عطعو\n",
      "ظافر\n",
      "ظافر\n",
      "ظافر\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "خاز\n",
      "خاز\n",
      "خاز\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "قو\n",
      "قو\n",
      "قو\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      "و\n",
      "و\n",
      "و\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "صو\n",
      "صو\n",
      "صو\n",
      "و\n",
      "و\n",
      "و\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "لتالية\n",
      "لتالية\n",
      "لتالية\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لكلمات\n",
      "لكلمات\n",
      "لكلمات\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "ئد\n",
      "ئد\n",
      "ئد\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "ر\n",
      "لحج\n",
      "لحج\n",
      "لحج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "النص\n",
      "النص\n",
      "النص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      ".\n",
      "،\n",
      "،\n",
      "،\n",
      "راق\n",
      "راق\n",
      "راق\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "لنص\n",
      "لنص\n",
      "لنص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      ".\n",
      ".\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "ظافر\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "ظافر\n",
      "ظافر\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "ف\n",
      "ف\n",
      "ف\n",
      "ؤو\n",
      "ؤو\n",
      "ؤو\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "ج\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ز\n",
      "ز\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "وهلا\n",
      "وهلا\n",
      "وهلا\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "عطعو\n",
      "عطعو\n",
      "عطعو\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "قوافل\n",
      "قوافل\n",
      "قوافل\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "ي\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "وصو\n",
      "وصو\n",
      "وصو\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلي\n",
      "يلي\n",
      "يلي\n",
      "أخر\n",
      "أخر\n",
      "أخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ي\n",
      "ي\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "كان\n",
      "كان\n",
      "كان\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "ت\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "ت\n",
      "ت\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "ي\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "ف\n",
      "ف\n",
      "ف\n",
      "و\n",
      "و\n",
      "و\n",
      "ؤ\n",
      "ؤ\n",
      "ؤ\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      ".\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "عطعو\n",
      "عطعو\n",
      "عطعو\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ز\n",
      "ز\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "و\n",
      "و\n",
      "و\n",
      ".\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "أت\n",
      "أت\n",
      "أت\n",
      ".\n",
      ".\n",
      "يلي\n",
      "يلي\n",
      "يلي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لخيمة\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "صو\n",
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      "صو\n",
      "و\n",
      "و\n",
      "و\n",
      "لخيمة\n",
      "لخيمة\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "جار\n",
      "جار\n",
      "جار\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "هو\n",
      "هو\n",
      "هو\n",
      "و\n",
      "و\n",
      "و\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "بكلمات\n",
      "بكلمات\n",
      "بكلمات\n",
      "ه\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "التالية\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "التالية\n",
      "التالية\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "لكلما\n",
      "لكلما\n",
      "لكلما\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "ئد\n",
      "ئد\n",
      "ئد\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "ن\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "وف\n",
      "وف\n",
      "وف\n",
      "ؤ\n",
      "ؤ\n",
      "ؤ\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "غام\n",
      "غام\n",
      "غام\n",
      "ضر\n",
      "ضر\n",
      "ضر\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "ز\n",
      "ز\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "وهلال\n",
      "وهلال\n",
      "وهلال\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "عطعو\n",
      "عطعو\n",
      "عطعو\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "سعينا\n",
      "آ\n",
      "آ\n",
      "آ\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إٍ\n",
      "إٍ\n",
      "إٍ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "سعينا\n",
      "سعينا\n",
      "و\n",
      "قو\n",
      "قو\n",
      "قو\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "و\n",
      "و\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "وصو\n",
      "وصو\n",
      "وصو\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "خر\n",
      "خر\n",
      "خر\n",
      "بفلس\n",
      "هو\n",
      "هو\n",
      "هو\n",
      "و\n",
      "و\n",
      "و\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "الخيمة\n",
      "الخيمة\n",
      "الخيمة\n",
      "في\n",
      "في\n",
      "في\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "جار\n",
      "جار\n",
      "جار\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "لشيخ\n",
      "لشيخ\n",
      "لشيخ\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "أفهمها\n",
      "أفهمها\n",
      "أفهمها\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "را\n",
      "را\n",
      "را\n",
      "ش\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      ".\n",
      ".\n",
      ".\n",
      "متك\n",
      "متك\n",
      "متك\n",
      "لز\n",
      "لز\n",
      "لز\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "لضا\n",
      "لضا\n",
      "لضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "له\n",
      "له\n",
      "له\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      ".\n",
      "را\n",
      "را\n",
      "را\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بة\n",
      "بة\n",
      "بة\n",
      "بصح\n",
      "بصح\n",
      "بصح\n",
      "م\n",
      "م\n",
      "م\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      ".\n",
      ".\n",
      "للحج\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "خازن\n",
      "خازن\n",
      "خازن\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "لخيمة\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "الحجيج\n",
      "الحجيج\n",
      "الحجيج\n",
      "افل\n",
      "افل\n",
      "افل\n",
      "لخيمة\n",
      "لخيمة\n",
      "قو\n",
      "قو\n",
      "قو\n",
      "بدا\n",
      "بدا\n",
      "بدا\n",
      "ري\n",
      "ري\n",
      "ري\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "كان\n",
      "كان\n",
      "كان\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "هو\n",
      "هو\n",
      "هو\n",
      "و\n",
      "و\n",
      "و\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "سألت\n",
      "سألت\n",
      "سألت\n",
      ".متك\n",
      ".متك\n",
      ".متك\n",
      ":\n",
      ":\n",
      ":\n",
      "عفيف\n",
      "را\n",
      "را\n",
      "را\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "ف\n",
      "ف\n",
      "ف\n",
      "رؤو\n",
      "رؤو\n",
      "رؤو\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "ضرغام\n",
      "ضرغام\n",
      "ضرغام\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "عفيف\n",
      "عفيف\n",
      "زن\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "زن\n",
      "زن\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "و\n",
      "و\n",
      "و\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      ".\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "قو\n",
      "قو\n",
      "قو\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "ا\n",
      "ا\n",
      "ا\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "،\n",
      "النص\n",
      "النص\n",
      "النص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "لية\n",
      "لية\n",
      "لية\n",
      "التا\n",
      "التا\n",
      "التا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "ئد\n",
      "ئد\n",
      "ئد\n",
      "،\n",
      "،\n",
      "ناء\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "الحج\n",
      "الحج\n",
      "الحج\n",
      "ناء\n",
      "ناء\n",
      "،\n",
      "،\n",
      "،\n",
      "،\n",
      "،\n",
      "،\n",
      "دراق\n",
      "دراق\n",
      "دراق\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      ".\n",
      "،\n",
      "،\n",
      "،\n",
      "اق\n",
      "اق\n",
      "اق\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "النص\n",
      "النص\n",
      "النص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      ".\n",
      ".\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ناء\n",
      "ناء\n",
      "ناء\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "ل\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "ف\n",
      "ف\n",
      "ف\n",
      "و\n",
      "و\n",
      "و\n",
      "ؤ\n",
      "ؤ\n",
      "ؤ\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "هلا\n",
      "هلا\n",
      "و\n",
      "و\n",
      "و\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "وصولنا\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "بدأت\n",
      "بدأت\n",
      "بدأت\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ز\n",
      "ز\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "فهمها\n",
      "لخيمة\n",
      "لخيمة\n",
      "لخيمة\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "جار\n",
      "جار\n",
      "جار\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "فهمها\n",
      "فهمها\n",
      "أ\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      "و\n",
      "و\n",
      "و\n",
      "أ\n",
      "أ\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "بكلمات\n",
      "بكلمات\n",
      "بكلمات\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "هو\n",
      "هو\n",
      "هو\n",
      "و\n",
      "و\n",
      "و\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "،\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      ".\n",
      ".\n",
      ".\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "الضا\n",
      "الضا\n",
      "الضا\n",
      "له\n",
      "له\n",
      "له\n",
      "،\n",
      "،\n",
      "ك\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "التالية\n",
      "لحج\n",
      "لحج\n",
      "لحج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "،\n",
      "،\n",
      "،\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "التالية\n",
      "التالية\n",
      "ت\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "ت\n",
      "ت\n",
      "لكلما\n",
      "لكلما\n",
      "لكلما\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ئدة\n",
      "ئدة\n",
      "ئدة\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "ل\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "ؤوف\n",
      "ؤوف\n",
      "ؤوف\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "و\n",
      "و\n",
      "و\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "رايق\n",
      "رايق\n",
      "رايق\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "لنا\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "الحجيج\n",
      "الحجيج\n",
      "الحجيج\n",
      "قوافل\n",
      "قوافل\n",
      "قوافل\n",
      "بدأت\n",
      "بدأت\n",
      "بدأت\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ز\n",
      "ز\n",
      "لنا\n",
      "لنا\n",
      "وصو\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "وصو\n",
      "وصو\n",
      "عند\n",
      "عند\n",
      "عند\n",
      "،\n",
      "،\n",
      "،\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "خر\n",
      "خر\n",
      "خر\n",
      "آ\n",
      "آ\n",
      "آ\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "فهمها\n",
      "لخيمة\n",
      "لخيمة\n",
      "لخيمة\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "جار\n",
      "جار\n",
      "جار\n",
      "كان\n",
      "كان\n",
      "كان\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "فهمها\n",
      "فهمها\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "نائم\n",
      "نائم\n",
      "نائم\n",
      "وهو\n",
      "وهو\n",
      "وهو\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "ت\n",
      "وهلا\n",
      "وهلا\n",
      "وهلا\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "رايق\n",
      "رايق\n",
      "رايق\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "ضرغام\n",
      "ضرغام\n",
      "ضرغام\n",
      "ت\n",
      "ت\n",
      "أ\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "أ\n",
      "أ\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "زن\n",
      "زن\n",
      "زن\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "ي\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "ي\n",
      "ي\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      ".\n",
      "أفهمها\n",
      "أفهمها\n",
      "أفهمها\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "الخيمة\n",
      "الخيمة\n",
      "الخيمة\n",
      "في\n",
      "في\n",
      "في\n",
      ".\n",
      ".\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "الضابط\n",
      "الضابط\n",
      "الضابط\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      ".\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،ض\n",
      "،ض\n",
      "،ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "صحابنا\n",
      "صحابنا\n",
      "صحابنا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      ".\n",
      ".\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "را\n",
      "را\n",
      "را\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      "في\n",
      "في\n",
      "في\n",
      "أننا\n",
      "أننا\n",
      "أننا\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "النص\n",
      "النص\n",
      "النص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "لتالية\n",
      "لتالية\n",
      "لتالية\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "لكلما\n",
      "لكلما\n",
      "لكلما\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ئدة\n",
      "ئدة\n",
      "ئدة\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "،\n",
      "،\n",
      "،\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "را\n",
      "را\n",
      "را\n",
      "د\n",
      "د\n",
      "د\n",
      "نسر\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "درا\n",
      "درا\n",
      "درا\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمس\n",
      "مشمس\n",
      "مشمس\n",
      ":\n",
      ":\n",
      ":\n",
      "النص\n",
      "النص\n",
      "النص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "لتالية\n",
      "لتالية\n",
      "لتالية\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      ".\n",
      ".\n",
      ".\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "،\n",
      "،\n",
      "،\n",
      ".\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "ف\n",
      "ف\n",
      "ف\n",
      "و\n",
      "و\n",
      "و\n",
      "رؤ\n",
      "رؤ\n",
      "رؤ\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "غام\n",
      "غام\n",
      "غام\n",
      ".\n",
      ".\n",
      "للحج\n",
      "ضر\n",
      "ضر\n",
      "ضر\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "خاز\n",
      "خاز\n",
      "خاز\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "ظافر\n",
      "ظافر\n",
      "ظافر\n",
      "لت\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "وهو\n",
      "وهو\n",
      "وهو\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "لخيمة\n",
      "لخيمة\n",
      "لخيمة\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "سأ\n",
      "سأ\n",
      ".\n",
      ".\n",
      ".\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "الضابط\n",
      "الضابط\n",
      "الضابط\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      ".\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      ".\n",
      ".\n",
      "الحج\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "صحا\n",
      "صحا\n",
      "صحا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "الحج\n",
      "الحج\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "نسر\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "را\n",
      "را\n",
      "را\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمس\n",
      "مشمس\n",
      "مشمس\n",
      "لنص\n",
      "لنص\n",
      "لنص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "لية\n",
      "لية\n",
      "لية\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "لتا\n",
      "لتا\n",
      "لتا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "ئد\n",
      "ئد\n",
      "ئد\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "،\n",
      "،\n",
      "،\n",
      "راق\n",
      "راق\n",
      "راق\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      "لنص\n",
      "لنص\n",
      "لنص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذا\n",
      "لهذا\n",
      "لهذا\n",
      "ليه\n",
      "ليه\n",
      "ليه\n",
      "التا\n",
      "التا\n",
      "التا\n",
      ".\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "ئد\n",
      "ئد\n",
      "ئد\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "لحج\n",
      "لحج\n",
      "لحج\n",
      ".\n",
      ".\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "و\n",
      "و\n",
      "و\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "فل\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "ضرغام\n",
      "ضرغام\n",
      "ضرغام\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "ذهب\n",
      "ذهب\n",
      "ذهب\n",
      "فل\n",
      "فل\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "بدأ\n",
      "بدأ\n",
      "بدأ\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ز\n",
      "ز\n",
      "ز\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "جاري\n",
      "جاري\n",
      "جاري\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا.\n",
      "كا.\n",
      "كا.\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "أفهمها\n",
      "أفهمها\n",
      "أفهمها\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "وصو\n",
      "وصو\n",
      "وصو\n",
      "أننا\n",
      "،\n",
      "،\n",
      "،\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "أصحابنا\n",
      "أصحابنا\n",
      "أصحابنا\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "أننا\n",
      "أننا\n",
      "ه\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "را\n",
      "را\n",
      "را\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "الظا\n",
      "الظا\n",
      "الظا\n",
      "له\n",
      "له\n",
      "له\n",
      "ه\n",
      "ه\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "للحج\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "غام\n",
      "غام\n",
      "غام\n",
      "ضر\n",
      "ضر\n",
      "ضر\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "ذهب\n",
      "ذهب\n",
      "ذهب\n",
      "عفيف\n",
      "عفيف\n",
      "زن\n",
      "زن\n",
      "زن\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "عطعو\n",
      "عطعو\n",
      "عطعو\n",
      "فر\n",
      "فر\n",
      "فر\n",
      ".\n",
      ".\n",
      ".\n",
      "نسر\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "عطعوط\n",
      "م\n",
      "م\n",
      "م\n",
      "غا\n",
      "غا\n",
      "غا\n",
      "ضر\n",
      "ضر\n",
      "ضر\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "رايق\n",
      "رايق\n",
      "رايق\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      ".\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بدأ\n",
      "بدأ\n",
      "بدأ\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "خازن\n",
      "خازن\n",
      "خازن\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "وهلا\n",
      "وهلا\n",
      "وهلا\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "خر\n",
      "خر\n",
      "خر\n",
      "آ\n",
      "آ\n",
      "آ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "ت\n",
      "ري\n",
      "ري\n",
      "ري\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "كان\n",
      "كان\n",
      "كان\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "عند\n",
      "عند\n",
      "عند\n",
      "بكلما\n",
      "بكلما\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "وهو\n",
      "وهو\n",
      "وهو\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "الخيمة\n",
      "الخيمة\n",
      "الخيمة\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "بلغ\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "را\n",
      "را\n",
      "را\n",
      "سألت\n",
      "سألت\n",
      "سألت\n",
      ".\n",
      ".\n",
      ".\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "الضابط\n",
      "الضابط\n",
      "الضابط\n",
      "له\n",
      "له\n",
      "له\n",
      "هل\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "هل\n",
      "هل\n",
      ".\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "صحا\n",
      "صحا\n",
      "صحا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      ".\n",
      ".\n",
      "الحج\n",
      "الحج\n",
      "الحج\n",
      "في\n",
      "في\n",
      "في\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "ء\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "النض\n",
      "النض\n",
      "النض\n",
      "لهذا\n",
      "لهذا\n",
      "لهذا\n",
      "لية\n",
      "لية\n",
      "لية\n",
      "لتا\n",
      "لتا\n",
      "لتا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "الكلمات\n",
      "الكلمات\n",
      "الكلمات\n",
      "ئدة\n",
      "ئدة\n",
      "ئدة\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "،\n",
      "،\n",
      "،\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "را\n",
      "را\n",
      "را\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "عطعوط\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "رايق\n",
      "رايق\n",
      "رايق\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "ضرغام\n",
      "ضرغام\n",
      "ضرغام\n",
      ".\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "خاز\n",
      "خاز\n",
      "خاز\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "وهلا\n",
      "وهلا\n",
      "وهلا\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "الحجيج\n",
      "الحجيج\n",
      "الحجيج\n",
      "قوافل\n",
      "قوافل\n",
      "قوافل\n",
      "أت\n",
      "أت\n",
      "أت\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "اصحابنا\n",
      "اصحابنا\n",
      "اصحابنا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "ا\n",
      "حج\n",
      "حج\n",
      "حج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "ا\n",
      "ا\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      ".\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "ضرغام\n",
      "ضرغام\n",
      "ضرغام\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      ".\n",
      ".\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "خازن\n",
      "خازن\n",
      "خازن\n",
      "وهلال\n",
      "وهلال\n",
      "وهلال\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "ظافر\n",
      "ظافر\n",
      "ظافر\n",
      "رايق\n",
      "رايق\n",
      "رايق\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "جا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "جا\n",
      "جا\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "سألت\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "أفهمها\n",
      "أفهمها\n",
      "أفهمها\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "نائم\n",
      "نائم\n",
      "نائم\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "سألت\n",
      "سألت\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "لضا\n",
      "لضا\n",
      "لضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "تعلم\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "اصحابنا\n",
      "اصحابنا\n",
      "اصحابنا\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "را\n",
      "را\n",
      "را\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "عفيف\n",
      "را\n",
      "را\n",
      "را\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "عفيف\n",
      "عفيف\n",
      "زن\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "زن\n",
      "زن\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "وهلا\n",
      "وهلا\n",
      "وهلا\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "ن\n",
      ".يلبي\n",
      ".يلبي\n",
      ".يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "قوافل\n",
      "قوافل\n",
      "قوافل\n",
      "بدأت\n",
      "بدأت\n",
      "بدأت\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لأ\n",
      "لأ\n",
      "لأ\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "وصونا\n",
      "وصونا\n",
      "وصونا\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "الغيمة\n",
      "الغيمة\n",
      "الغيمة\n",
      ".\n",
      ".\n",
      "لزمتك\n",
      "في\n",
      "في\n",
      "في\n",
      "جاري\n",
      "جاري\n",
      "جاري\n",
      "لزمتك\n",
      "لزمتك\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "لضا\n",
      "لضا\n",
      "لضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ن\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "ف\n",
      "ف\n",
      "ف\n",
      "و\n",
      "و\n",
      "و\n",
      "رؤ\n",
      "رؤ\n",
      "رؤ\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "ز\n",
      "ز\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "عطعو\n",
      "عطعو\n",
      "عطعو\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "شيخ\n",
      "قو\n",
      "قو\n",
      "قو\n",
      "أت\n",
      "أت\n",
      "أت\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      "و\n",
      "و\n",
      "و\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "وصو\n",
      "وصو\n",
      "وصو\n",
      "عند\n",
      "عند\n",
      "عند\n",
      "له\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "هو\n",
      "هو\n",
      "هو\n",
      "و\n",
      "و\n",
      "و\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "لخيمة\n",
      "لخيمة\n",
      "لخيمة\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "له\n",
      "له\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "كان\n",
      "كان\n",
      "كان\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "أفهمها\n",
      "أفهمها\n",
      "أفهمها\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "عطعو\n",
      "عطعو\n",
      "عطعو\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "وف\n",
      "وف\n",
      "وف\n",
      "رؤ\n",
      "رؤ\n",
      "رؤ\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "للحج\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ز\n",
      "ز\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "و\n",
      "و\n",
      "و\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "أصحا\n",
      "أصحا\n",
      "أصحا\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "را\n",
      "را\n",
      "را\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "سا\n",
      "سا\n",
      "سا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      ".\n",
      "،\n",
      "،\n",
      "،\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "درا\n",
      "درا\n",
      "درا\n",
      "،\n",
      "،\n",
      "،\n",
      ".\n",
      ".\n",
      "نسر\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "عطعوط\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "رايق\n",
      "رايق\n",
      "رايق\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "ضرغام\n",
      "ضرغام\n",
      "ضرغام\n",
      ".\n",
      "قوافل\n",
      "قوافل\n",
      "قوافل\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بدأ\n",
      "بدأ\n",
      "بدأ\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "زن\n",
      "زن\n",
      "زن\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "وهلال\n",
      "وهلال\n",
      "وهلال\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ئم\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "هو\n",
      "هو\n",
      "هو\n",
      "و\n",
      "و\n",
      "و\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ري\n",
      "ري\n",
      "ري\n",
      "لت\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      ".\n",
      ".\n",
      ".\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "لضا\n",
      "لضا\n",
      "لضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "ه\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "أصحا\n",
      "أصحا\n",
      "أصحا\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "را\n",
      "را\n",
      "را\n",
      "غ\n",
      "غ\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "،\n",
      "،\n",
      "،\n",
      "من\n",
      "من\n",
      "من\n",
      "النص\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "لحج\n",
      "لحج\n",
      "لحج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "النص\n",
      "النص\n",
      "لهذا\n",
      "لهذا\n",
      "لهذا\n",
      "لية\n",
      "لية\n",
      "لية\n",
      "لتا\n",
      "لتا\n",
      "لتا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "الكلما\n",
      "الكلما\n",
      "الكلما\n",
      "ئدة\n",
      "ئدة\n",
      "ئدة\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "ل\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرعا\n",
      "ضرعا\n",
      "ضرعا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "و\n",
      "و\n",
      "و\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "عطعو\n",
      "عطعو\n",
      "عطعو\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "زن\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "ضرغام\n",
      "ضرغام\n",
      "ضرغام\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "د\n",
      "د\n",
      "د\n",
      "زن\n",
      "زن\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "عطعو\n",
      "عطعو\n",
      "عطعو\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "ن\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ز\n",
      "ز\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "هلال\n",
      "هلال\n",
      "هلال\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "رايق\n",
      "رايق\n",
      "رايق\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "فر\n",
      "رؤ\n",
      "رؤ\n",
      "رؤ\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "ف\n",
      "ف\n",
      "ف\n",
      "و\n",
      "و\n",
      "و\n",
      ".\n",
      "،\n",
      "،\n",
      "،\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "را\n",
      "را\n",
      "را\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ".\n",
      ".\n",
      "نسر\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "بغلس\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "هو\n",
      "هو\n",
      "هو\n",
      "و\n",
      "و\n",
      "و\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "الخيمة\n",
      "الخيمة\n",
      "الخيمة\n",
      "في\n",
      "في\n",
      "في\n",
      "ري\n",
      "ري\n",
      "ري\n",
      "بغلس\n",
      "بغلس\n",
      "ض\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "ض\n",
      "ض\n",
      "نق\n",
      "نق\n",
      "نق\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "مها\n",
      "مها\n",
      "مها\n",
      "فه\n",
      "فه\n",
      "فه\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "صحا\n",
      "صحا\n",
      "صحا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "را\n",
      "را\n",
      "را\n",
      "،\n",
      "،\n",
      "ش\n",
      "سألت\n",
      "سألت\n",
      "سألت\n",
      ".\n",
      ".\n",
      ".\n",
      "متك\n",
      "متك\n",
      "متك\n",
      "لز\n",
      "لز\n",
      "لز\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "ضا\n",
      "ضا\n",
      "ضا\n",
      "ال\n",
      "ال\n",
      "ال\n",
      "له\n",
      "له\n",
      "له\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "،\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "لتالية\n",
      "لتالية\n",
      "لتالية\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "الكلما\n",
      "الكلما\n",
      "الكلما\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "فائد\n",
      "فائد\n",
      "فائد\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "،\n",
      "،\n",
      "راق\n",
      ".\n",
      ".\n",
      ".\n",
      "لحج\n",
      "لحج\n",
      "لحج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "أننا\n",
      "أننا\n",
      "أننا\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "راق\n",
      "راق\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "لن\n",
      "لن\n",
      "لن\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      ".\n",
      ".\n",
      ".\n",
      "نسر\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "ه\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "صحا\n",
      "صحا\n",
      "صحا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "جع\n",
      "جع\n",
      "جع\n",
      "را\n",
      "را\n",
      "را\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "سا\n",
      "سا\n",
      "سا\n",
      ".\n",
      ".\n",
      ".\n",
      "متك\n",
      "متك\n",
      "متك\n",
      "لز\n",
      "لز\n",
      "لز\n",
      "غ\n",
      "غ\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،ض\n",
      "،ض\n",
      "،ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "،\n",
      "النص\n",
      "النص\n",
      "النص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "لية\n",
      "لية\n",
      "لية\n",
      "التا\n",
      "التا\n",
      "التا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "لكلما\n",
      "لكلما\n",
      "لكلما\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "ئد\n",
      "ئد\n",
      "ئد\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "الحج\n",
      "الحج\n",
      "الحج\n",
      "في\n",
      "في\n",
      "في\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "غيظ\n",
      "غيظ\n",
      "،\n",
      "،\n",
      "،\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "را\n",
      "را\n",
      "را\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمس\n",
      "مشمس\n",
      "مشمس\n",
      ":\n",
      ":\n",
      ":\n",
      "ن\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "روؤف\n",
      "روؤف\n",
      "روؤف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "ز\n",
      "ز\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "و\n",
      "و\n",
      "و\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "عطعوط\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "رايق\n",
      "رايق\n",
      "رايق\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      ".\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "أت\n",
      "أت\n",
      "أت\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "و\n",
      "و\n",
      "و\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "خر\n",
      "خر\n",
      "خر\n",
      "آ\n",
      "آ\n",
      "آ\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      ".\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "هو\n",
      "هو\n",
      "هو\n",
      ".\n",
      ".\n",
      "مثل\n",
      "و\n",
      "و\n",
      "و\n",
      "مثل\n",
      "مثل\n",
      "لز\n",
      "لز\n",
      "لز\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "لضا\n",
      "لضا\n",
      "لضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "له\n",
      "له\n",
      "له\n",
      "بغلس\n",
      "بغلس\n",
      "بغلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ه\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "صحا\n",
      "صحا\n",
      "صحا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "راجح\n",
      "راجح\n",
      "راجح\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      "غ\n",
      "غ\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "وسعينا\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "وسعينا\n",
      "وسعينا\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "صو\n",
      "صو\n",
      "صو\n",
      "و\n",
      "و\n",
      "و\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "بكلمات\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "بكلمات\n",
      "بكلمات\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "وهو\n",
      "وهو\n",
      "وهو\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "الخيمة\n",
      "الخيمة\n",
      "الخيمة\n",
      "في\n",
      "في\n",
      "في\n",
      "ري\n",
      "ري\n",
      "ري\n",
      ".\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "ها\n",
      "ها\n",
      "ها\n",
      "لا\n",
      "لا\n",
      "لا\n",
      ".\n",
      ".\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "ضا\n",
      "ضا\n",
      "ضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "له\n",
      "له\n",
      "له\n",
      "بغلس\n",
      "بغلس\n",
      "بغلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ب\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      ".\n",
      ".\n",
      ".\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "راجح\n",
      "راجح\n",
      "راجح\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "سا\n",
      "سا\n",
      "سا\n",
      "ب\n",
      "ب\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "بناٍ\n",
      "بناٍ\n",
      "بناٍ\n",
      "أصحا\n",
      "أصحا\n",
      "أصحا\n",
      "لكلمات\n",
      "في\n",
      "في\n",
      "في\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "لكلمات\n",
      "لكلمات\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "ئد\n",
      "ئد\n",
      "ئد\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "الحج\n",
      "الحج\n",
      "الحج\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهد\n",
      "لهد\n",
      "لهد\n",
      "لية\n",
      "لية\n",
      "لية\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "غيط\n",
      "غيط\n",
      "غيط\n",
      "،\n",
      "،\n",
      "،\n",
      "راق\n",
      "راق\n",
      "راق\n",
      "د\n",
      "د\n",
      "د\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "في\n",
      "في\n",
      "في\n",
      "رؤو\n",
      "رؤو\n",
      "رؤو\n",
      "ضرعام\n",
      "ضرعام\n",
      "ضرعام\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "و\n",
      "و\n",
      "و\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "خازن\n",
      "خازن\n",
      "خازن\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "،\n",
      "،\n",
      "،\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "،\n",
      "،\n",
      "،\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "صحا\n",
      "صحا\n",
      "صحا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "ا\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "ا\n",
      "ا\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "ا\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "الحج\n",
      "الحج\n",
      "الحج\n",
      "في\n",
      "في\n",
      "في\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "لية\n",
      "لية\n",
      "لية\n",
      "لتا\n",
      "لتا\n",
      "لتا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لكلمات\n",
      "لكلمات\n",
      "لكلمات\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "ئد\n",
      "ئد\n",
      "ئد\n",
      "،\n",
      "،\n",
      "،\n",
      ":\n",
      ":\n",
      ":\n",
      "لنص\n",
      "لنص\n",
      "لنص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "،ق\n",
      "،ق\n",
      "،ق\n",
      "عفيف\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "ف\n",
      "ف\n",
      "ف\n",
      "و\n",
      "و\n",
      "و\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "ؤ\n",
      "ؤ\n",
      "ؤ\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "غا\n",
      "غا\n",
      "غا\n",
      "ضر\n",
      "ضر\n",
      "ضر\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "ز\n",
      "ز\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "و\n",
      "و\n",
      "و\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "عطعو\n",
      "عطعو\n",
      "عطعو\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "خر\n",
      "خر\n",
      "خر\n",
      "آ\n",
      "آ\n",
      "آ\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "شيخ\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      "و\n",
      "و\n",
      "و\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "صو\n",
      "صو\n",
      "صو\n",
      "و\n",
      "و\n",
      "و\n",
      "بط\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "هو\n",
      "هو\n",
      "هو\n",
      "و\n",
      "و\n",
      "و\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "بط\n",
      "بط\n",
      "لضا\n",
      "لخيمة\n",
      "لخيمة\n",
      "لخيمة\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "جار\n",
      "جار\n",
      "جار\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      "لضا\n",
      "لضا\n",
      "له\n",
      "له\n",
      "له\n",
      "بغلس\n",
      "بغلس\n",
      "بغلس\n",
      "من\n",
      "من\n",
      "من\n",
      "نق\n",
      "نق\n",
      "نق\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      ".نسر\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "را\n",
      "را\n",
      "را\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "لنص\n",
      "لنص\n",
      "لنص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      ".نسر\n",
      ".نسر\n",
      "،\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "لية\n",
      "لية\n",
      "لية\n",
      "لتا\n",
      "لتا\n",
      "لتا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "لكلما\n",
      "لكلما\n",
      "لكلما\n",
      "،\n",
      "،\n",
      "بث\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "ئد\n",
      "ئد\n",
      "ئد\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تحلم\n",
      "تحلم\n",
      "تحلم\n",
      "بث\n",
      "بث\n",
      "،\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "،\n",
      "،\n",
      "،\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "وصو\n",
      "وصو\n",
      "وصو\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "لشيخ\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "الحجيج\n",
      "الحجيج\n",
      "الحجيج\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "لشيخ\n",
      "لشيخ\n",
      "ا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "ا\n",
      "ا\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "زن\n",
      "لوي\n",
      "لوي\n",
      "لوي\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "زن\n",
      "زن\n",
      "خا\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "وهلا\n",
      "وهلا\n",
      "وهلا\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "مع\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "قوافل\n",
      "قوافل\n",
      "قوافل\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بدا\n",
      "بدا\n",
      "بدا\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "مع\n",
      "مع\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "له\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "نائم\n",
      "نائم\n",
      "نائم\n",
      "وهو\n",
      "وهو\n",
      "وهو\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "لخيمة\n",
      "لخيمة\n",
      "لخيمة\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "ري\n",
      "ري\n",
      "ري\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "زن\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "ضرغام\n",
      "ضرغام\n",
      "ضرغام\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "ذهب\n",
      "ذهب\n",
      "ذهب\n",
      "زن\n",
      "زن\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "وهلال\n",
      "وهلال\n",
      "وهلال\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "رايق\n",
      "رايق\n",
      "رايق\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "وصولنا\n",
      "قوافل\n",
      "قوافل\n",
      "قوافل\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بدأ\n",
      "بدأ\n",
      "بدأ\n",
      ".للحج\n",
      ".للحج\n",
      ".للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ت\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "الخيمة\n",
      "الخيمة\n",
      "الخيمة\n",
      "في\n",
      "في\n",
      "في\n",
      "ري\n",
      "ري\n",
      "ري\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "هل\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "أفهمها\n",
      "أفهمها\n",
      "أفهمها\n",
      "هل\n",
      "هل\n",
      "راجح\n",
      "راجح\n",
      "راجح\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      ".\n",
      ".\n",
      ".\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "الضابط\n",
      "الضابط\n",
      "الضابط\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      ".الحج\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      ".الحج\n",
      ".الحج\n",
      "في\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "صحا\n",
      "صحا\n",
      "صحا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "في\n",
      "في\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "لتا\n",
      "لتا\n",
      "لتا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "الكلما\n",
      "الكلما\n",
      "الكلما\n",
      "ئدة\n",
      "ئدة\n",
      "ئدة\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "لنص\n",
      "لنص\n",
      "لنص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذا\n",
      "لهذا\n",
      "لهذا\n",
      "لية\n",
      "لية\n",
      "لية\n",
      "نسر\n",
      "نسر\n",
      "نسر\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "ن\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "ضرغام\n",
      "ضرغام\n",
      "ضرغام\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "ذهب\n",
      "ذهب\n",
      "ذهب\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ز\n",
      "ز\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "وهلال\n",
      "وهلال\n",
      "وهلال\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "ظافر\n",
      "ظافر\n",
      "ظافر\n",
      "رايق\n",
      "رايق\n",
      "رايق\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "قوافل\n",
      "قوافل\n",
      "قوافل\n",
      "بدأت\n",
      "بدأت\n",
      "بدأت\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "له\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "لخيمة\n",
      "لخيمة\n",
      "لخيمة\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "ري\n",
      "ري\n",
      "ري\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "كان\n",
      "كان\n",
      "كان\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "أفهمها\n",
      "أفهمها\n",
      "أفهمها\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "بكلمات\n",
      "بكلمات\n",
      "بكلمات\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "أصحا\n",
      "أصحا\n",
      "أصحا\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "را\n",
      "را\n",
      "را\n",
      "سألت\n",
      "سألت\n",
      "سألت\n",
      "ش\n",
      ".\n",
      ".\n",
      ".\n",
      "متك\n",
      "متك\n",
      "متك\n",
      "لز\n",
      "لز\n",
      "لز\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "لضا\n",
      "لضا\n",
      "لضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "دراق\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "الكلما\n",
      "الكلما\n",
      "الكلما\n",
      "ئدة\n",
      "ئدة\n",
      "ئدة\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "لحج\n",
      "لحج\n",
      "لحج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "دراق\n",
      "دراق\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      "لنص\n",
      "لنص\n",
      "لنص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذا\n",
      "لهذا\n",
      "لهذا\n",
      "لية\n",
      "لية\n",
      "لية\n",
      "لتا\n",
      "لتا\n",
      "لتا\n",
      "جح\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "أفهمها\n",
      "أفهمها\n",
      "أفهمها\n",
      "لأ\n",
      "لأ\n",
      "لأ\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "جح\n",
      "جح\n",
      "ا\n",
      "وهو\n",
      "وهو\n",
      "وهو\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "سألت\n",
      "سألت\n",
      "سألت\n",
      "،\n",
      "،\n",
      "،\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "الضا\n",
      "الضا\n",
      "الضا\n",
      "له\n",
      "له\n",
      "له\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "،\n",
      "،\n",
      "،\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "ئد\n",
      "صحا\n",
      "صحا\n",
      "صحا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "ئد\n",
      "ئد\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      ".\n",
      ".\n",
      ".\n",
      "لجح\n",
      "لجح\n",
      "لجح\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "أننا\n",
      "أننا\n",
      "أننا\n",
      "غيط\n",
      "غيط\n",
      "غيط\n",
      "،ق\n",
      "،ق\n",
      "،ق\n",
      "درا\n",
      "درا\n",
      "درا\n",
      "،مشمس\n",
      "،مشمس\n",
      "،مشمس\n",
      ":\n",
      ":\n",
      ":\n",
      "لنص\n",
      "لنص\n",
      "لنص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذا\n",
      "لهذا\n",
      "لهذا\n",
      "لية\n",
      "لية\n",
      "لية\n",
      "لتا\n",
      "لتا\n",
      "لتا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "نسر\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "،\n",
      "،\n",
      "،\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "درا\n",
      "درا\n",
      "درا\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      "لنص\n",
      "لنص\n",
      "لنص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "نسر\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "ن\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبه\n",
      "بصحبه\n",
      "بصحبه\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "ز\n",
      "ز\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "هلال\n",
      "هلال\n",
      "هلال\n",
      "و\n",
      "و\n",
      "و\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "ظافر\n",
      "ظافر\n",
      "ظافر\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "فنا\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بدأ\n",
      "بدأ\n",
      "بدأ\n",
      "فنا\n",
      "فنا\n",
      "ظ\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ظ\n",
      "ظ\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "وصو\n",
      "وصو\n",
      "وصو\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "فهمها\n",
      "الخيمة\n",
      "الخيمة\n",
      "الخيمة\n",
      "في\n",
      "في\n",
      "في\n",
      "ري\n",
      "ري\n",
      "ري\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "فهمها\n",
      "فهمها\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "وهو\n",
      "وهو\n",
      "وهو\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "ك\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "له\n",
      "له\n",
      "له\n",
      "بغلس\n",
      "بغلس\n",
      "بغلس\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "صحا\n",
      "صحا\n",
      "صحا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "راجح\n",
      "راجح\n",
      "راجح\n",
      "ا\n",
      "الحج\n",
      "الحج\n",
      "الحج\n",
      "في\n",
      "في\n",
      "في\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "،\n",
      "،\n",
      "،\n",
      "س\n",
      "س\n",
      "س\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "لهذ\n",
      "لهذ\n",
      "لتالية\n",
      "لتالية\n",
      "لتالية\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "الكلمات\n",
      "الكلمات\n",
      "الكلمات\n",
      "ئدة\n",
      "ئدة\n",
      "ئدة\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "ن\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبه\n",
      "بصحبه\n",
      "بصحبه\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "ذهب\n",
      "ذهب\n",
      "ذهب\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ز\n",
      "ز\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "وهلال\n",
      "وهلال\n",
      "وهلال\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "طفنا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "قوافل\n",
      "قوافل\n",
      "قوافل\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بدأ\n",
      "بدأ\n",
      "بدأ\n",
      ".للحج\n",
      ".للحج\n",
      ".للحج\n",
      "يف\n",
      "يف\n",
      "يف\n",
      "عف\n",
      "عف\n",
      "عف\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "مثل\n",
      "الخيمة\n",
      "الخيمة\n",
      "الخيمة\n",
      "في\n",
      "في\n",
      "في\n",
      "ري\n",
      "ري\n",
      "ري\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "فهمها\n",
      "فهمها\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "ك\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      ".\n",
      ".\n",
      ".\n",
      "متك\n",
      "متك\n",
      "متك\n",
      "لز\n",
      "لز\n",
      "لز\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "له\n",
      "له\n",
      "له\n",
      "بغلس\n",
      "بغلس\n",
      "بغلس\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "صحا\n",
      "صحا\n",
      "صحا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "راجح\n",
      "راجح\n",
      "راجح\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "را\n",
      "را\n",
      "را\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      "النص\n",
      "النص\n",
      "النص\n",
      "لهذا\n",
      "لهذا\n",
      "لهذا\n",
      "لية\n",
      "لية\n",
      "لية\n",
      "لتا\n",
      "لتا\n",
      "لتا\n",
      "،\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ناء\n",
      "ناء\n",
      "ناء\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "ل\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "غام\n",
      "غام\n",
      "غام\n",
      "ضر\n",
      "ضر\n",
      "ضر\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "هلا\n",
      "هلا\n",
      "و\n",
      "و\n",
      "و\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "عطعو\n",
      "عطعو\n",
      "عطعو\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "قوافل\n",
      "قوافل\n",
      "قوافل\n",
      "أت\n",
      "أت\n",
      "أت\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ز\n",
      "ز\n",
      "عند\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "النص\n",
      "النص\n",
      "النص\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "،\n",
      "،\n",
      "،\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "را\n",
      "را\n",
      "را\n",
      "د\n",
      "د\n",
      "د\n",
      "ل\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "ل\n",
      "ل\n",
      "وهلا\n",
      "وهلا\n",
      "وهلا\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "وصولنا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "زن\n",
      "زن\n",
      "زن\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "آ\n",
      "آ\n",
      "آ\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ئم\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "ن\n",
      "ن\n",
      "ن\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      "و\n",
      "و\n",
      "و\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "وهو\n",
      "وهو\n",
      "وهو\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "لخيمة\n",
      "لخيمة\n",
      "لخيمة\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "ر\n",
      "ر\n",
      "ر\n",
      ".\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      ".\n",
      ".\n",
      "متك\n",
      "متك\n",
      "متك\n",
      "لز\n",
      "لز\n",
      "لز\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "الظا\n",
      "الظا\n",
      "الظا\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ش\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "صحا\n",
      "صحا\n",
      "صحا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "صح\n",
      "صح\n",
      "صح\n",
      "ش\n",
      "ش\n",
      "س\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "ا\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "لحج\n",
      "لحج\n",
      "لحج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "أننا\n",
      "أننا\n",
      "أننا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "لية\n",
      "لية\n",
      "لية\n",
      "التا\n",
      "التا\n",
      "التا\n",
      "الكلمات\n",
      "الكلمات\n",
      "الكلمات\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "ئد\n",
      "ئد\n",
      "ئد\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "قوافل\n",
      "قوافل\n",
      "قوافل\n",
      "بدأت\n",
      "بدأت\n",
      "بدأت\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "بط\n",
      "بكلمات\n",
      "بكلمات\n",
      "بكلمات\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "بط\n",
      "بط\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "أفهمها\n",
      "أفهمها\n",
      "أفهمها\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "أصحابنا\n",
      "أصحابنا\n",
      "أصحابنا\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "راجح\n",
      "راجح\n",
      "راجح\n",
      "سألت\n",
      "سألت\n",
      "سألت\n",
      ".\n",
      ".\n",
      ".\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "،\n",
      "،\n",
      "،\n",
      "س\n",
      "س\n",
      "س\n",
      "،\n",
      "،\n",
      "،\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "الكلمات\n",
      "الكلمات\n",
      "الكلمات\n",
      "ئدة\n",
      "ئدة\n",
      "ئدة\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "الحج\n",
      "الحج\n",
      "الحج\n",
      "في\n",
      "في\n",
      "في\n",
      "أننا\n",
      "أننا\n",
      "أننا\n",
      "،\n",
      "،\n",
      "،\n",
      "دراق\n",
      "دراق\n",
      "دراق\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمس\n",
      "مشمس\n",
      "مشمس\n",
      "لهذا\n",
      "لهذا\n",
      "لهذا\n",
      "عفيف\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحة\n",
      "بصحة\n",
      "بصحة\n",
      "ضرغام\n",
      "ضرغام\n",
      "ضرغام\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "عفيف\n",
      "عفيف\n",
      "زن\n",
      "زن\n",
      "زن\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "وهلا\n",
      "وهلا\n",
      "وهلا\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "ظافر\n",
      "ظافر\n",
      "ظافر\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "ن\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "خر\n",
      "خر\n",
      "خر\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "بدأت\n",
      "بدأت\n",
      "بدأت\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      "بط\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "بكلمات\n",
      "بكلمات\n",
      "بكلمات\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "وهو\n",
      "وهو\n",
      "وهو\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "لخيمة\n",
      "لخيمة\n",
      "لخيمة\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "بط\n",
      "بط\n",
      "لضا\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "لضا\n",
      "لضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "ه\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "صحابنا\n",
      "صحابنا\n",
      "صحابنا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "سا\n",
      "سا\n",
      "سا\n",
      ".\n",
      ".\n",
      ".\n",
      "لز\n",
      "لز\n",
      "لز\n",
      "غ\n",
      "غ\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "ق\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "لية\n",
      "لية\n",
      "لية\n",
      "لتا\n",
      "لتا\n",
      "لتا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "الكلما\n",
      "الكلما\n",
      "الكلما\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "ئد\n",
      "ئد\n",
      "ئد\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "ق\n",
      "ق\n",
      "ا\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "لجح\n",
      "لجح\n",
      "لجح\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "أننا\n",
      "أننا\n",
      "أننا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "النص\n",
      "النص\n",
      "النص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      ".\n",
      ".\n",
      ".\n",
      "نسر\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "ؤ\n",
      "ؤ\n",
      "ؤ\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "ضرغام\n",
      "ضرغام\n",
      "ضرغام\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "ف\n",
      "ف\n",
      "ف\n",
      "و\n",
      "و\n",
      "و\n",
      "ج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "زن\n",
      "زن\n",
      "زن\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "،\n",
      "،\n",
      "،\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "و\n",
      "و\n",
      "و\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "عطعو\n",
      "عطعو\n",
      "عطعو\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "قو\n",
      "قو\n",
      "قو\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "صو\n",
      "صو\n",
      "صو\n",
      "و\n",
      "و\n",
      "و\n",
      "عند\n",
      "عند\n",
      "عند\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "فنا\n",
      "فنا\n",
      "فنا\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "هو\n",
      "هو\n",
      "هو\n",
      "و\n",
      "و\n",
      "و\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "الخيمة\n",
      "الخيمة\n",
      "الخيمة\n",
      "في\n",
      "في\n",
      "في\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "أفهمها\n",
      "أفهمها\n",
      "أفهمها\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "بكلمات\n",
      "بكلمات\n",
      "بكلمات\n",
      "لز\n",
      "لز\n",
      "لز\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "لضا\n",
      "لضا\n",
      "لضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "را\n",
      "را\n",
      "را\n",
      "سالت\n",
      "سالت\n",
      "سالت\n",
      ".\n",
      ".\n",
      ".\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      ".\n",
      ".\n",
      ".\n",
      "في\n",
      "في\n",
      "في\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "ئد\n",
      "ئد\n",
      "ئد\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "را\n",
      "را\n",
      "را\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "لتالية\n",
      "لتالية\n",
      "لتالية\n",
      "ط\n",
      "ف\n",
      "ف\n",
      "ف\n",
      "و\n",
      "و\n",
      "و\n",
      "ؤ\n",
      "ؤ\n",
      "ؤ\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "ط\n",
      "ط\n",
      "عطعو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "عطعو\n",
      "عطعو\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      ".\n",
      "أت\n",
      "أت\n",
      "أت\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ز\n",
      "ز\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "و\n",
      "و\n",
      "و\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "قو\n",
      "قو\n",
      "قو\n",
      "هو\n",
      "شيح\n",
      "شيح\n",
      "شيح\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      "و\n",
      "و\n",
      "و\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "صو\n",
      "صو\n",
      "صو\n",
      "و\n",
      "و\n",
      "و\n",
      "عند\n",
      "عند\n",
      "عند\n",
      "هو\n",
      "هو\n",
      "و\n",
      "و\n",
      "و\n",
      "في\n",
      "في\n",
      "في\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "كان\n",
      "كان\n",
      "كان\n",
      ".\n",
      ".\n",
      ".\n",
      "سألت\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "أفهمها\n",
      "أفهمها\n",
      "أفهمها\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "سألت\n",
      "سألت\n",
      ".\n",
      ".\n",
      ".\n",
      "متك\n",
      "متك\n",
      "متك\n",
      "لز\n",
      "لز\n",
      "لز\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "لظا\n",
      "لظا\n",
      "لظا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "ه\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "أصحا\n",
      "أصحا\n",
      "أصحا\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "غ\n",
      "غ\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "عفيف\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "عفيف\n",
      "عفيف\n",
      "زن\n",
      "زن\n",
      "زن\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "ري\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "ري\n",
      "ري\n",
      "جا\n",
      "بدأ\n",
      "بدأ\n",
      "بدأ\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "جا\n",
      "جا\n",
      "كان\n",
      "كان\n",
      "كان\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      ".\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "لخيمة\n",
      "لخيمة\n",
      "لخيمة\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      ".\n",
      ".\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "الضا\n",
      "الضا\n",
      "الضا\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "تعلم\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "أصحابنا\n",
      "أصحابنا\n",
      "أصحابنا\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "راجح\n",
      "راجح\n",
      "راجح\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "الحج\n",
      "الحج\n",
      "الحج\n",
      "في\n",
      "في\n",
      "في\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "عطعوط\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "عطعوط\n",
      "عطعوط\n",
      "طا\n",
      "طا\n",
      "طا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "خر\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بدأ\n",
      "بدأ\n",
      "بدأ\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ز\n",
      "ز\n",
      "وهلال\n",
      "وهلال\n",
      "وهلال\n",
      "خر\n",
      "خر\n",
      "آ\n",
      "آ\n",
      "آ\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ح\n",
      "ح\n",
      "ح\n",
      ".\n",
      ".\n",
      ".\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "الحجيج\n",
      "الحجيج\n",
      "الحجيج\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "را\n",
      "را\n",
      "را\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "لنص\n",
      "لنص\n",
      "لنص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "،\n",
      "،\n",
      "،\n",
      "د\n",
      "د\n",
      "د\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "،\n",
      "،\n",
      "،\n",
      "ن\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "غا\n",
      "غا\n",
      "غا\n",
      "ضر\n",
      "ضر\n",
      "ضر\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "ز\n",
      "ز\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "وهلا\n",
      "وهلا\n",
      "وهلا\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "عطعو\n",
      "عطعو\n",
      "عطعو\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بد\n",
      "بد\n",
      "بد\n",
      "شيخ\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "،\n",
      "،\n",
      "،\n",
      "اق\n",
      "اق\n",
      "اق\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      "النص\n",
      "النص\n",
      "النص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "التالية\n",
      "التالية\n",
      "التالية\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "الكلما\n",
      "الكلما\n",
      "الكلما\n",
      "ئدة\n",
      "ئدة\n",
      "ئدة\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "نسر\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      ".\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "رايق\n",
      "رايق\n",
      "رايق\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤف\n",
      "رؤف\n",
      "رؤف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      ".\n",
      ".\n",
      "للحج\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "زن\n",
      "زن\n",
      "زن\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "وهلا\n",
      "وهلا\n",
      "وهلا\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "في\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "قو\n",
      "قو\n",
      "قو\n",
      "أت\n",
      "أت\n",
      "أت\n",
      "في\n",
      "في\n",
      "ري\n",
      "بد\n",
      "بد\n",
      "بد\n",
      "ري\n",
      "ري\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "كان\n",
      "كان\n",
      "كان\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "لت\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "أفهمها\n",
      "أفهمها\n",
      "أفهمها\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "بكلمات\n",
      "بكلمات\n",
      "بكلمات\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "الضا\n",
      "الضا\n",
      "الضا\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "عطعوط\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "م\n",
      "م\n",
      "م\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بدأ\n",
      "بدأ\n",
      "بدأ\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ز\n",
      "ز\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "يلبي\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ل\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "ذهب\n",
      "ذهب\n",
      "ذهب\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "و\n",
      "و\n",
      "و\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "قو\n",
      "قو\n",
      "قو\n",
      "أت\n",
      "أت\n",
      "أت\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آ\n",
      "آ\n",
      "آ\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "وهلال\n",
      "ضرغام\n",
      "ضرغام\n",
      "ضرغام\n",
      "وهلال\n",
      "وهلال\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "وصولنا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ن\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "ف\n",
      "ف\n",
      "ف\n",
      "ؤو\n",
      "ؤو\n",
      "ؤو\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "ن\n",
      "ن\n",
      "خاز\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "خاز\n",
      "خاز\n",
      "هلال\n",
      "هلال\n",
      "هلال\n",
      "و\n",
      "و\n",
      "و\n",
      "عطعوي\n",
      "عطعوي\n",
      "عطعوي\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "وسعينا\n",
      "آ\n",
      "آ\n",
      "آ\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "وسعينا\n",
      "وسعينا\n",
      "طفنا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "طفنا\n",
      "طفنا\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "صو\n",
      "صو\n",
      "صو\n",
      "و\n",
      "و\n",
      "و\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "خر\n",
      "خر\n",
      "خر\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "لضا\n",
      "لضا\n",
      "لضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ئد\n",
      "ئد\n",
      "ئد\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "الحج\n",
      "الحج\n",
      "الحج\n",
      "في\n",
      "في\n",
      "في\n",
      "أننا\n",
      "أننا\n",
      "أننا\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "لية\n",
      "لية\n",
      "لية\n",
      "لتا\n",
      "لتا\n",
      "لتا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "لكلما\n",
      "لكلما\n",
      "لكلما\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ".\n",
      ".\n",
      ".\n",
      "النص\n",
      "النص\n",
      "النص\n",
      ".نسر\n",
      ".نسر\n",
      ".نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ناء\n",
      "ناء\n",
      "ناء\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "،راق\n",
      "،راق\n",
      "،راق\n",
      "ن\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "ضرعام\n",
      "ضرعام\n",
      "ضرعام\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ن\n",
      "ن\n",
      "خاز\n",
      "خاز\n",
      "خاز\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "وهلا\n",
      "وهلا\n",
      "وهلا\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "طافر\n",
      "طافر\n",
      "طافر\n",
      "ايق\n",
      "ايق\n",
      "ايق\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "ي\n",
      "ي\n",
      "ي\n",
      ".\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "أت\n",
      "أت\n",
      "أت\n",
      "بد\n",
      "بد\n",
      "بد\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      "و\n",
      "و\n",
      "و\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "وصو\n",
      "وصو\n",
      "وصو\n",
      "عند\n",
      "عند\n",
      "عند\n",
      "وهو\n",
      "وهو\n",
      "وهو\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "في\n",
      "في\n",
      "في\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "جار\n",
      "جار\n",
      "جار\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "فائد\n",
      "فائد\n",
      "فائد\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "الحج\n",
      "الحج\n",
      "الحج\n",
      ":\n",
      ":\n",
      ":\n",
      "لنص\n",
      "لنص\n",
      "لنص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "اق\n",
      "اق\n",
      "اق\n",
      "در\n",
      "در\n",
      "در\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ناء\n",
      "ناء\n",
      "ناء\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "،\n",
      "،\n",
      "،\n",
      "را\n",
      "را\n",
      "را\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "لنص\n",
      "لنص\n",
      "لنص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذا\n",
      "لهذا\n",
      "لهذا\n",
      "ليه\n",
      "ليه\n",
      "ليه\n",
      "لتا\n",
      "لتا\n",
      "لتا\n",
      "،\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "،\n",
      "،\n",
      "،\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "ل\n",
      "ضرغام\n",
      "ضرغام\n",
      "ضرغام\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "رايق\n",
      "رايق\n",
      "رايق\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آ\n",
      "آ\n",
      "آ\n",
      "آ\n",
      "آ\n",
      "آ\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      ".\n",
      "،\n",
      "،\n",
      "،\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "را\n",
      "را\n",
      "را\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "النص\n",
      "النص\n",
      "النص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      ".\n",
      ".\n",
      "نسر\n",
      "لية\n",
      "لية\n",
      "لية\n",
      "لتا\n",
      "لتا\n",
      "لتا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "الكلما\n",
      "الكلما\n",
      "الكلما\n",
      "نسر\n",
      "نسر\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "عطعو\n",
      "عطعو\n",
      "عطعو\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "ؤوف\n",
      "ؤوف\n",
      "ؤوف\n",
      "للحج\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "ضرغام\n",
      "ضرغام\n",
      "ضرغام\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ز\n",
      "ز\n",
      "ز\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "و\n",
      "و\n",
      "و\n",
      "في\n",
      "و\n",
      "و\n",
      "و\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "في\n",
      "في\n",
      "ري\n",
      "الحجيج\n",
      "الحجيج\n",
      "الحجيج\n",
      "قوافل\n",
      "قوافل\n",
      "قوافل\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بد\n",
      "بد\n",
      "بد\n",
      "ري\n",
      "ري\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "لت\n",
      "نائم\n",
      "نائم\n",
      "نائم\n",
      "وصو\n",
      "وصو\n",
      "وصو\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "لخيمة\n",
      "لخيمة\n",
      "لخيمة\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      ".\n",
      ".\n",
      ".\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "لضا\n",
      "لضا\n",
      "لضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ة\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "ة\n",
      "ة\n",
      "فائد\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "صحا\n",
      "صحا\n",
      "صحا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "فائد\n",
      "فائد\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "اجح\n",
      "اجح\n",
      "اجح\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "لحج\n",
      "لحج\n",
      "لحج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "يق\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "غا\n",
      "غا\n",
      "غا\n",
      "ضر\n",
      "ضر\n",
      "ضر\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "يق\n",
      "يق\n",
      "ا\n",
      "د\n",
      "د\n",
      "د\n",
      "ا\n",
      "ا\n",
      "د\n",
      "د\n",
      "د\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "ف\n",
      "ف\n",
      "ف\n",
      "و\n",
      "و\n",
      "و\n",
      "ؤ\n",
      "ؤ\n",
      "ؤ\n",
      "لحجيج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "خار\n",
      "خار\n",
      "خار\n",
      "هلال\n",
      "هلال\n",
      "هلال\n",
      "و\n",
      "و\n",
      "و\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "عطعو\n",
      "عطعو\n",
      "عطعو\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "قو\n",
      "قو\n",
      "قو\n",
      "أت\n",
      "أت\n",
      "أت\n",
      "بد\n",
      "بد\n",
      "بد\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      "و\n",
      "و\n",
      "و\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "صو\n",
      "صو\n",
      "صو\n",
      "و\n",
      "و\n",
      "و\n",
      "أفهمها\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "جار\n",
      "جار\n",
      "جار\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      "أفهمها\n",
      "أفهمها\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "بكلمات\n",
      "بكلمات\n",
      "بكلمات\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "هو\n",
      "هو\n",
      "هو\n",
      "و\n",
      "و\n",
      "و\n",
      "في\n",
      "في\n",
      "في\n",
      "،\n",
      "ئد\n",
      "ئد\n",
      "ئد\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "الحج\n",
      "الحج\n",
      "الحج\n",
      "في\n",
      "في\n",
      "في\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "النص\n",
      "النص\n",
      "النص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "التالية\n",
      "التالية\n",
      "التالية\n",
      "الكلمات\n",
      "الكلمات\n",
      "الكلمات\n",
      "ة\n",
      "ة\n",
      "ة\n",
      ".\n",
      "،\n",
      "،\n",
      "،\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "د\n",
      "د\n",
      "د\n",
      ".\n",
      ".\n",
      "نسر\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      ".\n",
      ".\n",
      ".\n",
      "نسر\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "ي\n",
      "صو\n",
      "صو\n",
      "صو\n",
      "و\n",
      "و\n",
      "و\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "ي\n",
      "ي\n",
      "جار\n",
      "جار\n",
      "جار\n",
      "كان\n",
      "كان\n",
      "كان\n",
      ".شيخ\n",
      ".شيخ\n",
      ".شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      "و\n",
      "و\n",
      "و\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "بفلس\n",
      "هو\n",
      "هو\n",
      "هو\n",
      "و\n",
      "و\n",
      "و\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "الخيمة\n",
      "الخيمة\n",
      "الخيمة\n",
      "في\n",
      "في\n",
      "في\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "أفهمها\n",
      "أفهمها\n",
      "أفهمها\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "بكلمات\n",
      "بكلمات\n",
      "بكلمات\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "را\n",
      "را\n",
      "را\n",
      "سألت\n",
      "سألت\n",
      "سألت\n",
      ".\n",
      ".\n",
      ".\n",
      "متك\n",
      "متك\n",
      "متك\n",
      "لز\n",
      "لز\n",
      "لز\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "لضا\n",
      "لضا\n",
      "لضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "له\n",
      "له\n",
      "له\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "أصحابنا\n",
      "أصحابنا\n",
      "أصحابنا\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "ة\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ة\n",
      "ة\n",
      "ئد\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "ئد\n",
      "ئد\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "الحج\n",
      "الحج\n",
      "الحج\n",
      "في\n",
      "في\n",
      "في\n",
      "أننا\n",
      "أننا\n",
      "أننا\n",
      "بث\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "النص\n",
      "النص\n",
      "النص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "التالية\n",
      "التالية\n",
      "التالية\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "الكلما\n",
      "الكلما\n",
      "الكلما\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ناء\n",
      "ناء\n",
      "ناء\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "،\n",
      "،\n",
      "،\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "ل\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "ل\n",
      "ل\n",
      "وهلا\n",
      "وهلا\n",
      "وهلا\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "رايق\n",
      "رايق\n",
      "رايق\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "وصولنا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بد\n",
      "بد\n",
      "بد\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "زن\n",
      "زن\n",
      "زن\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "لتالية\n",
      "لتالية\n",
      "لتالية\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لكلمات\n",
      "لكلمات\n",
      "لكلمات\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "ئد\n",
      "ئد\n",
      "ئد\n",
      "راق\n",
      "راق\n",
      "راق\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "لنص\n",
      "لنص\n",
      "لنص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "عفيف\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "و\n",
      "و\n",
      "و\n",
      "ؤ\n",
      "ؤ\n",
      "ؤ\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "ن\n",
      "ن\n",
      "خاز\n",
      "خاز\n",
      "خاز\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "و\n",
      "و\n",
      "و\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "خر\n",
      "خر\n",
      "خر\n",
      "آ\n",
      "آ\n",
      "آ\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "شيخ\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "قو\n",
      "قو\n",
      "قو\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بد\n",
      "بد\n",
      "بد\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      "و\n",
      "و\n",
      "و\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "صو\n",
      "صو\n",
      "صو\n",
      "و\n",
      "و\n",
      "و\n",
      "بط\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "هو\n",
      "هو\n",
      "هو\n",
      "و\n",
      "و\n",
      "و\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "لخيمة\n",
      "لخيمة\n",
      "لخيمة\n",
      "بط\n",
      "بط\n",
      "لضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "جاري\n",
      "جاري\n",
      "جاري\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      "لضا\n",
      "لضا\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "ه\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "صحا\n",
      "صحا\n",
      "صحا\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "ه\n",
      "ه\n",
      "ع\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      ".\n",
      ".\n",
      ".\n",
      "متك\n",
      "متك\n",
      "متك\n",
      "لز\n",
      "لز\n",
      "لز\n",
      "ع\n",
      "ع\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "نسر\n",
      "ناء\n",
      "ناء\n",
      "ناء\n",
      "،\n",
      "،\n",
      "،\n",
      "،\n",
      "،\n",
      "،\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "د\n",
      "د\n",
      "د\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "النص\n",
      "النص\n",
      "النص\n",
      "لهذا\n",
      "لهذا\n",
      "لهذا\n",
      "الكلمات\n",
      "الكلمات\n",
      "الكلمات\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "زن\n",
      "لصحبة\n",
      "لصحبة\n",
      "لصحبة\n",
      ".\n",
      ".\n",
      ".\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "زن\n",
      "زن\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      ".\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "بدأ\n",
      "بدأ\n",
      "بدأ\n",
      ".للحج\n",
      ".للحج\n",
      ".للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "ت\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "نائم\n",
      "نائم\n",
      "نائم\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "الخيمة\n",
      "الخيمة\n",
      "الخيمة\n",
      "في\n",
      "في\n",
      "في\n",
      "ري\n",
      "ري\n",
      "ري\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "بلغ\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "لضا\n",
      "لضا\n",
      "لضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "بغلس\n",
      "بغلس\n",
      "بغلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "أفهمها\n",
      "أفهمها\n",
      "أفهمها\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      ".\n",
      ".\n",
      ".\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "ة\n",
      "أننا\n",
      "أننا\n",
      "أننا\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "ة\n",
      "ة\n",
      "ئد\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "أصحا\n",
      "أصحا\n",
      "أصحا\n",
      "ئد\n",
      "ئد\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      ".\n",
      ".\n",
      ".\n",
      "لحج\n",
      "لحج\n",
      "لحج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "،\n",
      "،\n",
      "،\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "را\n",
      "را\n",
      "را\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "لنص\n",
      "لنص\n",
      "لنص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "نسر\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "لية\n",
      "لية\n",
      "لية\n",
      "لتا\n",
      "لتا\n",
      "لتا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "الكلما\n",
      "الكلما\n",
      "الكلما\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "ئد\n",
      "ئد\n",
      "ئد\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      ".\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "ف\n",
      "ف\n",
      "ف\n",
      ".\n",
      ".\n",
      "للحج\n",
      "رؤو\n",
      "رؤو\n",
      "رؤو\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "غا\n",
      "غا\n",
      "غا\n",
      "ضر\n",
      "ضر\n",
      "ضر\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ز\n",
      "ز\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هلا\n",
      "هلا\n",
      "هلا\n",
      "و\n",
      "و\n",
      "و\n",
      ".\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      ".\n",
      ".\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "ئم\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "الخيمة\n",
      "الخيمة\n",
      "الخيمة\n",
      "في\n",
      "في\n",
      "في\n",
      "ري\n",
      "ري\n",
      "ري\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "كان.\n",
      "كان.\n",
      "كان.\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      ".\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "ضرغام\n",
      "ضرغام\n",
      "ضرغام\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "ح\n",
      "ح\n",
      "ح\n",
      "نو\n",
      "نو\n",
      "نو\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "خازن\n",
      "خازن\n",
      "خازن\n",
      "وهلال\n",
      "وهلال\n",
      "وهلال\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "رايق\n",
      "رايق\n",
      "رايق\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "في\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "في\n",
      "في\n",
      "جاري\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بدأ\n",
      "بدأ\n",
      "بدأ\n",
      "جاري\n",
      "جاري\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "هل\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "بكلمات\n",
      "بكلمات\n",
      "بكلمات\n",
      "هل\n",
      "هل\n",
      "جح\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "لخيمة\n",
      "لخيمة\n",
      "لخيمة\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "جح\n",
      "جح\n",
      "را\n",
      "را\n",
      "را\n",
      "سألت\n",
      "سألت\n",
      "سألت\n",
      ".\n",
      ".\n",
      ".\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "لضا\n",
      "لضا\n",
      "لضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "الكلمات\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "الكلمات\n",
      "الكلمات\n",
      "فائدة\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "صحابنا\n",
      "صحابنا\n",
      "صحابنا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "فائدة\n",
      "فائدة\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      ".\n",
      ".\n",
      ".\n",
      "الحج\n",
      "الحج\n",
      "الحج\n",
      "في\n",
      "في\n",
      "في\n",
      "أننا\n",
      "أننا\n",
      "أننا\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      ".\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      ".\n",
      ".\n",
      "للحج\n",
      "ضرغام\n",
      "ضرغام\n",
      "ضرغام\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "خازا\n",
      "خازا\n",
      "خازا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "وهلا\n",
      "وهلا\n",
      "وهلا\n",
      "ط\n",
      "ط\n",
      "ط\n",
      "عصعو\n",
      "عصعو\n",
      "عصعو\n",
      "في\n",
      "و\n",
      "و\n",
      "و\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "في\n",
      "في\n",
      "ري\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "أت\n",
      "أت\n",
      "أت\n",
      "بد\n",
      "بد\n",
      "بد\n",
      "ري\n",
      "ري\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "كان\n",
      "كان\n",
      "كان\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "صولنا\n",
      "صولنا\n",
      "صولنا\n",
      ".\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "بكلمات\n",
      "بكلمات\n",
      "بكلمات\n",
      "نائم\n",
      "نائم\n",
      "نائم\n",
      "هو\n",
      "هو\n",
      "هو\n",
      "و\n",
      "و\n",
      "و\n",
      ".\n",
      ".\n",
      "متك\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "لخيمة\n",
      "لخيمة\n",
      "لخيمة\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "متك\n",
      "متك\n",
      "لز\n",
      "لز\n",
      "لز\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "الظا\n",
      "الظا\n",
      "الظا\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "وهلال\n",
      "رؤ\n",
      "رؤ\n",
      "رؤ\n",
      "بصحبه\n",
      "بصحبه\n",
      "بصحبه\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "وهلال\n",
      "وهلال\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "رايق\n",
      "رايق\n",
      "رايق\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "ف\n",
      "ف\n",
      "ف\n",
      "و\n",
      "و\n",
      "و\n",
      "فل\n",
      "وهلا\n",
      "وهلا\n",
      "وهلا\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "ف\n",
      "ف\n",
      "ف\n",
      "فل\n",
      "فل\n",
      "قوا\n",
      "رؤو\n",
      "رؤو\n",
      "رؤو\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "ضرغام\n",
      "ضرغام\n",
      "ضرغام\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "قوا\n",
      "قوا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بدأ\n",
      "بدأ\n",
      "بدأ\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "خازن\n",
      "خازن\n",
      "خازن\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "هو\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      "و\n",
      "و\n",
      "و\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "لنا\n",
      "لنا\n",
      "لنا\n",
      "صو\n",
      "صو\n",
      "صو\n",
      "هو\n",
      "هو\n",
      "و\n",
      "و\n",
      "و\n",
      "و\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آخر\n",
      "آخر\n",
      "آخر\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "و\n",
      "و\n",
      "يتكلم\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "يتكلم\n",
      "يتكلم\n",
      "لخيمة\n",
      "لخيمة\n",
      "لخيمة\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "،\n",
      "را\n",
      "را\n",
      "را\n",
      "سألت\n",
      "سألت\n",
      "سألت\n",
      ".\n",
      ".\n",
      ".\n",
      "متك\n",
      "متك\n",
      "متك\n",
      "لز\n",
      "لز\n",
      "لز\n",
      "الضابط\n",
      "الضابط\n",
      "الضابط\n",
      "له\n",
      "له\n",
      "له\n",
      "بغلس\n",
      "بغلس\n",
      "بغلس\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "،\n",
      "،\n",
      "ك\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "بكلمات\n",
      "بكلمات\n",
      "بكلمات\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "صحابنا\n",
      "صحابنا\n",
      "صحابنا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "حج\n",
      "حج\n",
      "حج\n",
      "،\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "لكلما\n",
      "لكلما\n",
      "لكلما\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ة\n",
      "ة\n",
      "ة\n",
      "ئد\n",
      "ئد\n",
      "ئد\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "لحج\n",
      "لحج\n",
      "لحج\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "مشمش\n",
      "مشمش\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      ":\n",
      ":\n",
      ":\n",
      "النص\n",
      "النص\n",
      "النص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "لتالية\n",
      "لتالية\n",
      "لتالية\n",
      "ا\n",
      "ا\n",
      "ا\n",
      ".\n",
      "،مد\n",
      "،مد\n",
      "،مد\n",
      "را\n",
      "را\n",
      "را\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "النص\n",
      "النص\n",
      "النص\n",
      "لهذا\n",
      "لهذا\n",
      "لهذا\n",
      "التالية\n",
      "التالية\n",
      "التالية\n",
      "ت\n",
      "ت\n",
      "ت\n",
      ".\n",
      ".\n",
      "نسر\n",
      "الكلما\n",
      "الكلما\n",
      "الكلما\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "الحجيج\n",
      "الحجيج\n",
      "الحجيج\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بدأ\n",
      "بدأ\n",
      "بدأ\n",
      "لحج\n",
      "لحج\n",
      "لحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ز\n",
      "ز\n",
      ".\n",
      "خا\n",
      "خا\n",
      "خا\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "خر\n",
      "خر\n",
      "خر\n",
      "آ\n",
      "آ\n",
      "آ\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "ت\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".شيخ\n",
      ".شيخ\n",
      ".شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "وهو\n",
      "وهو\n",
      "وهو\n",
      "كلم\n",
      "كلم\n",
      "كلم\n",
      "يتك\n",
      "يتك\n",
      "يتك\n",
      "الخيمة\n",
      "الخيمة\n",
      "الخيمة\n",
      "في\n",
      "في\n",
      "في\n",
      "ري\n",
      "ري\n",
      "ري\n",
      "بنا\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      ".\n",
      ".\n",
      ".\n",
      "متك\n",
      "متك\n",
      "متك\n",
      "لز\n",
      "لز\n",
      "لز\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "الضا\n",
      "الضا\n",
      "الضا\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "بنا\n",
      "بنا\n",
      "صحا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "صحا\n",
      "صحا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "ئدة\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ئدة\n",
      "ئدة\n",
      "فا\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "الحج\n",
      "الحج\n",
      "الحج\n",
      "في\n",
      "في\n",
      "في\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "،\n",
      "،\n",
      "،\n",
      ".\n",
      "،\n",
      "،\n",
      "،\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "را\n",
      "را\n",
      "را\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      ".\n",
      ".\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "،\n",
      "،\n",
      "،\n",
      "غيظ\n",
      "غيظ\n",
      "غيظ\n",
      "وصولنا\n",
      "قوا\n",
      "قوا\n",
      "قوا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بدأ\n",
      "بدأ\n",
      "بدأ\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "زن\n",
      "زن\n",
      "زن\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "ر\n",
      "ر\n",
      "ر\n",
      "آخ\n",
      "آخ\n",
      "آخ\n",
      "إثر\n",
      "إثر\n",
      "إثر\n",
      "حاج\n",
      "حاج\n",
      "حاج\n",
      "الحج\n",
      "الحج\n",
      "الحج\n",
      ".\n",
      "ق\n",
      "ق\n",
      "ق\n",
      "را\n",
      "را\n",
      "را\n",
      "د\n",
      "د\n",
      "د\n",
      ".\n",
      ".\n",
      "نسر\n",
      "نسر\n",
      "نسر\n",
      "،\n",
      "،\n",
      "،\n",
      "بث\n",
      "بث\n",
      "بث\n",
      "،\n",
      "،\n",
      "،\n",
      "ناء\n",
      "ناء\n",
      "ناء\n",
      "،\n",
      "،\n",
      "،\n",
      "غيط\n",
      "غيط\n",
      "غيط\n",
      "،\n",
      "،\n",
      "،\n",
      "عفيف\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "لؤ\n",
      "لؤ\n",
      "لؤ\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "م\n",
      "م\n",
      "م\n",
      "ضرغا\n",
      "ضرغا\n",
      "ضرغا\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "هب\n",
      "هب\n",
      "هب\n",
      "ذ\n",
      "ذ\n",
      "ذ\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ز\n",
      "ز\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "ل\n",
      "ل\n",
      "ل\n",
      "وهلا\n",
      "وهلا\n",
      "وهلا\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "فر\n",
      "فر\n",
      "فر\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "بكلمات\n",
      "بكلمات\n",
      "بكلمات\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "لخيمة\n",
      "لخيمة\n",
      "لخيمة\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "ي\n",
      "ي\n",
      "ي\n",
      "جار\n",
      "جار\n",
      "جار\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "بغلس\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "بغلس\n",
      "بغلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "ء\n",
      "ء\n",
      "ء\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "صحابنا\n",
      "صحابنا\n",
      "صحابنا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "بلغ\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "را\n",
      "را\n",
      "را\n",
      "سألت\n",
      "سألت\n",
      "سألت\n",
      "،\n",
      "،\n",
      "ش\n",
      ".\n",
      ".\n",
      ".\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "لضا\n",
      "لضا\n",
      "لضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "له\n",
      "له\n",
      "له\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "،\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "لكلما\n",
      "لكلما\n",
      "لكلما\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ئدة\n",
      "ئدة\n",
      "ئدة\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "لحج\n",
      "لحج\n",
      "لحج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "في\n",
      "في\n",
      "في\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "مشمش\n",
      "مشمش\n",
      ":\n",
      ":\n",
      ":\n",
      "لنص\n",
      "لنص\n",
      "لنص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "لتالية\n",
      "لتالية\n",
      "لتالية\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لنا\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "حا\n",
      "حا\n",
      "حا\n",
      "لحجيج\n",
      "لحجيج\n",
      "لحجيج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "فل\n",
      "فل\n",
      "فل\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "قو\n",
      "قو\n",
      "قو\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بد\n",
      "بد\n",
      "بد\n",
      "لنا\n",
      "لنا\n",
      "صو\n",
      ".\n",
      ".\n",
      ".\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "ز\n",
      "ز\n",
      "ز\n",
      "صو\n",
      "صو\n",
      "و\n",
      "و\n",
      "و\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "خر\n",
      "خر\n",
      "خر\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "لا\n",
      "في\n",
      "في\n",
      "في\n",
      "جاري\n",
      "جاري\n",
      "جاري\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "كا\n",
      "كا\n",
      "كا\n",
      ".\n",
      ".\n",
      ".\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "سعينا\n",
      "سعينا\n",
      "سعينا\n",
      "و\n",
      "و\n",
      "و\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "لا\n",
      "لا\n",
      "ت\n",
      "و\n",
      "و\n",
      "و\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "وهو\n",
      "وهو\n",
      "وهو\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "لخيمة\n",
      "لخيمة\n",
      "لخيمة\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "بلغ\n",
      "لضا\n",
      "لضا\n",
      "لضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "له\n",
      "له\n",
      "له\n",
      "بغلس\n",
      "بغلس\n",
      "بغلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "بلغ\n",
      "بلغ\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "جح\n",
      "جح\n",
      "جح\n",
      "را\n",
      "را\n",
      "را\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      ".\n",
      ".\n",
      ".\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "هل\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "هل\n",
      "هل\n",
      "،\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "بنا\n",
      "بنا\n",
      "بنا\n",
      "صحا\n",
      "صحا\n",
      "صحا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "،\n",
      "،\n",
      "لحج\n",
      "لحج\n",
      "لحج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ند\n",
      "لنص\n",
      "لنص\n",
      "لنص\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لهذ\n",
      "لهذ\n",
      "لهذ\n",
      "ليه\n",
      "ليه\n",
      "ليه\n",
      "لتا\n",
      "لتا\n",
      "لتا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لكلمات\n",
      "لكلمات\n",
      "لكلمات\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "ند\n",
      "ند\n",
      "،\n",
      "فا\n",
      "فا\n",
      "فا\n",
      "،\n",
      "،\n",
      "غيط\n",
      "غيط\n",
      "غيط\n",
      "،\n",
      "،\n",
      "،\n",
      "ف\n",
      "ف\n",
      "ف\n",
      "را\n",
      "را\n",
      "را\n",
      "د\n",
      "د\n",
      "د\n",
      "،\n",
      "،\n",
      "،\n",
      "مشمش\n",
      "مشمش\n",
      "مشمش\n",
      "الخيمة\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      ".\n",
      ".\n",
      ".\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "ثر\n",
      "ثر\n",
      "ثر\n",
      "إ\n",
      "إ\n",
      "إ\n",
      "ج\n",
      "ج\n",
      "ج\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "الحجيج\n",
      "الحجيج\n",
      "الحجيج\n",
      "قوافل\n",
      "قوافل\n",
      "قوافل\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "الخيمة\n",
      "الخيمة\n",
      "في\n",
      "بدأ\n",
      "بدأ\n",
      "بدأ\n",
      ".\n",
      ".\n",
      ".\n",
      "في\n",
      "في\n",
      "ري\n",
      "ري\n",
      "ري\n",
      "جا\n",
      "جا\n",
      "جا\n",
      "ن\n",
      "ن\n",
      "ن\n",
      "الشيخ\n",
      "الشيخ\n",
      "الشيخ\n",
      "ضفنا\n",
      "ضفنا\n",
      "ضفنا\n",
      "جح\n",
      "بغلس\n",
      "بغلس\n",
      "بغلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "مثل\n",
      "مثل\n",
      "مثل\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "بكلما\n",
      "بكلما\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "جح\n",
      "جح\n",
      "را\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "يتلكم\n",
      "يتلكم\n",
      "يتلكم\n",
      "را\n",
      "را\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      ".\n",
      ".\n",
      ".\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "الضا\n",
      "الضا\n",
      "الضا\n",
      "له\n",
      "له\n",
      "له\n",
      "،\n",
      "رن\n",
      "رن\n",
      "رن\n",
      "خا\n",
      "خا\n",
      "خا\n",
      "وهلال\n",
      "وهلال\n",
      "وهلال\n",
      "عطعوط\n",
      "عطعوط\n",
      "عطعوط\n",
      "ظا\n",
      "ظا\n",
      "ظا\n",
      "يق\n",
      "يق\n",
      "يق\n",
      "را\n",
      "را\n",
      "را\n",
      "لؤي\n",
      "لؤي\n",
      "لؤي\n",
      "بن\n",
      "بن\n",
      "بن\n",
      "رؤوف\n",
      "رؤوف\n",
      "رؤوف\n",
      "،\n",
      "،\n",
      "الحجيج\n",
      "بصحبة\n",
      "بصحبة\n",
      "بصحبة\n",
      "مظفر\n",
      "مظفر\n",
      "مظفر\n",
      "نوح\n",
      "نوح\n",
      "نوح\n",
      "ذهب\n",
      "ذهب\n",
      "ذهب\n",
      "الحجيج\n",
      "الحجيج\n",
      "قوافل\n",
      "قوافل\n",
      "قوافل\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "بد\n",
      "بد\n",
      "بد\n",
      "،\n",
      "،\n",
      "،\n",
      "للحج\n",
      "للحج\n",
      "للحج\n",
      "عفيف\n",
      "عفيف\n",
      "عفيف\n",
      "ت\n",
      "،\n",
      "،\n",
      "،\n",
      "شيخ\n",
      "شيخ\n",
      "شيخ\n",
      "مع\n",
      "مع\n",
      "مع\n",
      "وسعينا\n",
      "وسعينا\n",
      "وسعينا\n",
      "طفنا\n",
      "طفنا\n",
      "طفنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "وصولنا\n",
      "عند\n",
      "عند\n",
      "عند\n",
      "،\n",
      "،\n",
      "،\n",
      "يلبي\n",
      "يلبي\n",
      "يلبي\n",
      "آ\n",
      "آ\n",
      "آ\n",
      "ت\n",
      "ت\n",
      "بكلما\n",
      "جاج\n",
      "جاج\n",
      "جاج\n",
      "بكلما\n",
      "بكلما\n",
      "ئم\n",
      "ئم\n",
      "ئم\n",
      "نا\n",
      "نا\n",
      "نا\n",
      "يتكلم\n",
      "يتكلم\n",
      "يتكلم\n",
      "الخيمة\n",
      "الخيمة\n",
      "الخيمة\n",
      "في\n",
      "في\n",
      "في\n",
      "جاري\n",
      "جاري\n",
      "جاري\n",
      "كان\n",
      "كان\n",
      "كان\n",
      "صحابنا\n",
      "،\n",
      "،\n",
      "،\n",
      "لزمتك\n",
      "لزمتك\n",
      "لزمتك\n",
      "بط\n",
      "بط\n",
      "بط\n",
      "لضا\n",
      "لضا\n",
      "لضا\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "له\n",
      "له\n",
      "له\n",
      "بفلس\n",
      "بفلس\n",
      "بفلس\n",
      "نقض\n",
      "نقض\n",
      "نقض\n",
      "ا\n",
      "ا\n",
      "ا\n",
      ":مثل\n",
      ":مثل\n",
      ":مثل\n",
      "صحابنا\n",
      "صحابنا\n",
      "ا\n",
      "فهمها\n",
      "فهمها\n",
      "فهمها\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "لا\n",
      "لا\n",
      "لا\n",
      "ا\n",
      "ا\n",
      "بلع\n",
      "بلع\n",
      "بلع\n",
      "هل\n",
      "هل\n",
      "هل\n",
      "حج\n",
      "حج\n",
      "حج\n",
      "را\n",
      "را\n",
      "را\n",
      "لت\n",
      "لت\n",
      "لت\n",
      "سأ\n",
      "سأ\n",
      "سأ\n",
      "لية\n",
      "تعلم\n",
      "تعلم\n",
      "تعلم\n",
      "هل\n",
      "هل\n",
      "هل\n",
      ".\n",
      ".\n",
      ".\n",
      "لحج\n",
      "لحج\n",
      "لحج\n",
      "ا\n",
      "ا\n",
      "ا\n",
      "في\n",
      "في\n",
      "في\n",
      "ننا\n",
      "ننا\n",
      "ننا\n",
      "أ\n",
      "أ\n",
      "أ\n",
      "ه\n",
      "ه\n",
      "ه\n",
      "غ\n",
      "غ\n",
      "غ\n",
      "لية\n",
      "لية\n",
      "لتا\n",
      "ص\n",
      "ص\n",
      "ص\n",
      "،\n",
      "،\n",
      "،\n",
      "ش\n",
      "ش\n",
      "ش\n",
      "س\n",
      "س\n",
      "س\n",
      "ب\n",
      "ب\n",
      "ب\n",
      "،\n",
      "،\n",
      "،\n",
      "ض\n",
      "ض\n",
      "ض\n",
      "خ\n",
      "خ\n",
      "خ\n",
      "ث\n",
      "ث\n",
      "ث\n",
      "،\n",
      "،\n",
      "،\n",
      "لتا\n",
      "لتا\n",
      "ا\n",
      "ك\n",
      "ك\n",
      "ك\n",
      "ع\n",
      "ع\n",
      "ع\n",
      "ظ\n",
      "ظ\n",
      "ظ\n",
      "ا\n",
      "ا\n",
      "ت\n",
      "ت\n",
      "ت\n",
      "لكلما\n",
      "لكلما\n",
      "لكلما\n",
      "ا\n",
      "ا\n",
      "ا\n"
     ]
    }
   ],
   "source": [
    "labels_v = [vectorize_label(i) for i in labels]\n",
    "# #load labels vectorized\n",
    "# labels_v = np.load('labels_v.npy')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## END"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ا\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#show a random image and its label\n",
    "ran = random.randint(0,len(images))\n",
    "plt.imshow(resized_images[ran])\n",
    "#print 3rd label\n",
    "print(labels[ran])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "labels_de_v = [devectorize_label(label) for label in labels_v]\n",
    "# load labels devectorized\n",
    "# labels_de_v = np.load('labels_de_v.npy')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "15372"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(labels_de_v)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 10 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#show first 10 images using plt with their repective decoded labels\n",
    "for i in range(10):\n",
    "    plt.subplot(2, 5, i+1)\n",
    "    plt.imshow(resized_images[i], cmap='gray')\n",
    "    plt.title(labels_de_v[i])\n",
    "    plt.axis('off')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "15372"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(labels_de_v)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "15372"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(resized_images)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(15372, 32, 64, 3)"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# reshape data\n",
    "resized_images = np.array(resized_images)\n",
    "resized_images.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### CONVERT THIS PART ACCORDING TO YOUR ARCHITECTURE"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# convert all images to grayscale\n",
    "# resized_images = np.array([cv2.cvtColor(img, cv2.COLOR_BGR2GRAY) for img in resized_images])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# # reshape data\n",
    "# resized_images = resized_images.reshape((15372, 32, 64, 1))\n",
    "# resized_images.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# rescale data\n",
    "resized_images = resized_images / 255.0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# # import image data generator\n",
    "# from tensorflow.keras.preprocessing.image import ImageDataGenerator\n",
    "\n",
    "# generator = ImageDataGenerator(\n",
    "#     rescale=1./255,\n",
    "#     validation_split=0.2,\n",
    "#     shear_range=0.2,\n",
    "#     rotation_range=10,\n",
    "# )\n",
    "# generator.fit(resized_images)\n",
    "# train_generator = generator.flow(\n",
    "#     resized_images,\n",
    "#     labels_v,\n",
    "#     batch_size=128,\n",
    "#     subset='training',\n",
    "#     shuffle=True\n",
    "# )\n",
    "# validation_generator = generator.flow(\n",
    "#     resized_images,\n",
    "#     labels_v,\n",
    "#     batch_size=128,\n",
    "#     subset='validation',\n",
    "#     shuffle=True\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# print(len(train_generator) * 128)\n",
    "# print(len(validation_generator) * 128)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# batch_images, batch_labels = train_generator.next()\n",
    "# print(\"Batch images shape:\", batch_images.shape)\n",
    "# print(\"Batch labels shape:\", batch_labels.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#create a train test split of 80:20\n",
    "from sklearn.model_selection import train_test_split\n",
    "X_train, X_test, y_train, y_test = train_test_split(resized_images, labels_v, test_size=0.2, random_state=42)\n",
    "#Create a validation set\n",
    "# X_val, X_test, y_val, y_test = train_test_split(X_test, y_test, test_size=0.15, random_state=30)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# #reshape data to None, 64, 32, 3\n",
    "# X_train = X_train.reshape(X_train.shape[0], 64, 32, 1)\n",
    "# # X_val = X_val.reshape(X_val.shape[0], 64, 32, 1)\n",
    "# X_test = X_test.reshape(X_test.shape[0], 64, 32, 1)\n",
    "# #find shape of the images after processing\n",
    "# print(X_train.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "y_train = np.array(y_train)\n",
    "# y_val = np.array(y_val)\n",
    "y_test = np.array(y_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# y_train"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## LOSS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# import keras\n",
    "import keras\n",
    "class CTCLayer(keras.layers.Layer):\n",
    "    def __init__(self, name=None):\n",
    "        super().__init__(name=name)\n",
    "        self.loss_fn = keras.backend.ctc_batch_cost\n",
    "\n",
    "    def call(self, y_true, y_pred):\n",
    "        batch_len = tf.cast(tf.shape(y_true)[0], dtype=\"int64\")\n",
    "        input_length = tf.cast(tf.shape(y_pred)[1], dtype=\"int64\")\n",
    "        label_length = tf.cast(tf.shape(y_true)[1], dtype=\"int64\")\n",
    "\n",
    "        input_length = input_length * tf.ones(shape=(batch_len, 1), dtype=\"int64\")\n",
    "        label_length = label_length * tf.ones(shape=(batch_len, 1), dtype=\"int64\")\n",
    "        loss = self.loss_fn(y_true, y_pred, input_length, label_length)\n",
    "        self.add_loss(loss)\n",
    "\n",
    "        # At test time, just return the computed predictions.\n",
    "        return y_pred"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## VGG19"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Model: \"efficientnetb0\"\n",
      "__________________________________________________________________________________________________\n",
      " Layer (type)                   Output Shape         Param #     Connected to                     \n",
      "==================================================================================================\n",
      " input_1 (InputLayer)           [(None, 32, 64, 3)]  0           []                               \n",
      "                                                                                                  \n",
      " rescaling (Rescaling)          (None, 32, 64, 3)    0           ['input_1[0][0]']                \n",
      "                                                                                                  \n",
      " normalization (Normalization)  (None, 32, 64, 3)    7           ['rescaling[0][0]']              \n",
      "                                                                                                  \n",
      " stem_conv_pad (ZeroPadding2D)  (None, 33, 65, 3)    0           ['normalization[0][0]']          \n",
      "                                                                                                  \n",
      " stem_conv (Conv2D)             (None, 16, 32, 32)   864         ['stem_conv_pad[0][0]']          \n",
      "                                                                                                  \n",
      " stem_bn (BatchNormalization)   (None, 16, 32, 32)   128         ['stem_conv[0][0]']              \n",
      "                                                                                                  \n",
      " stem_activation (Activation)   (None, 16, 32, 32)   0           ['stem_bn[0][0]']                \n",
      "                                                                                                  \n",
      " block1a_dwconv (DepthwiseConv2  (None, 16, 32, 32)  288         ['stem_activation[0][0]']        \n",
      " D)                                                                                               \n",
      "                                                                                                  \n",
      " block1a_bn (BatchNormalization  (None, 16, 32, 32)  128         ['block1a_dwconv[0][0]']         \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block1a_activation (Activation  (None, 16, 32, 32)  0           ['block1a_bn[0][0]']             \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block1a_se_squeeze (GlobalAver  (None, 32)          0           ['block1a_activation[0][0]']     \n",
      " agePooling2D)                                                                                    \n",
      "                                                                                                  \n",
      " block1a_se_reshape (Reshape)   (None, 1, 1, 32)     0           ['block1a_se_squeeze[0][0]']     \n",
      "                                                                                                  \n",
      " block1a_se_reduce (Conv2D)     (None, 1, 1, 8)      264         ['block1a_se_reshape[0][0]']     \n",
      "                                                                                                  \n",
      " block1a_se_expand (Conv2D)     (None, 1, 1, 32)     288         ['block1a_se_reduce[0][0]']      \n",
      "                                                                                                  \n",
      " block1a_se_excite (Multiply)   (None, 16, 32, 32)   0           ['block1a_activation[0][0]',     \n",
      "                                                                  'block1a_se_expand[0][0]']      \n",
      "                                                                                                  \n",
      " block1a_project_conv (Conv2D)  (None, 16, 32, 16)   512         ['block1a_se_excite[0][0]']      \n",
      "                                                                                                  \n",
      " block1a_project_bn (BatchNorma  (None, 16, 32, 16)  64          ['block1a_project_conv[0][0]']   \n",
      " lization)                                                                                        \n",
      "                                                                                                  \n",
      " block2a_expand_conv (Conv2D)   (None, 16, 32, 96)   1536        ['block1a_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block2a_expand_bn (BatchNormal  (None, 16, 32, 96)  384         ['block2a_expand_conv[0][0]']    \n",
      " ization)                                                                                         \n",
      "                                                                                                  \n",
      " block2a_expand_activation (Act  (None, 16, 32, 96)  0           ['block2a_expand_bn[0][0]']      \n",
      " ivation)                                                                                         \n",
      "                                                                                                  \n",
      " block2a_dwconv_pad (ZeroPaddin  (None, 17, 33, 96)  0           ['block2a_expand_activation[0][0]\n",
      " g2D)                                                            ']                               \n",
      "                                                                                                  \n",
      " block2a_dwconv (DepthwiseConv2  (None, 8, 16, 96)   864         ['block2a_dwconv_pad[0][0]']     \n",
      " D)                                                                                               \n",
      "                                                                                                  \n",
      " block2a_bn (BatchNormalization  (None, 8, 16, 96)   384         ['block2a_dwconv[0][0]']         \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block2a_activation (Activation  (None, 8, 16, 96)   0           ['block2a_bn[0][0]']             \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block2a_se_squeeze (GlobalAver  (None, 96)          0           ['block2a_activation[0][0]']     \n",
      " agePooling2D)                                                                                    \n",
      "                                                                                                  \n",
      " block2a_se_reshape (Reshape)   (None, 1, 1, 96)     0           ['block2a_se_squeeze[0][0]']     \n",
      "                                                                                                  \n",
      " block2a_se_reduce (Conv2D)     (None, 1, 1, 4)      388         ['block2a_se_reshape[0][0]']     \n",
      "                                                                                                  \n",
      " block2a_se_expand (Conv2D)     (None, 1, 1, 96)     480         ['block2a_se_reduce[0][0]']      \n",
      "                                                                                                  \n",
      " block2a_se_excite (Multiply)   (None, 8, 16, 96)    0           ['block2a_activation[0][0]',     \n",
      "                                                                  'block2a_se_expand[0][0]']      \n",
      "                                                                                                  \n",
      " block2a_project_conv (Conv2D)  (None, 8, 16, 24)    2304        ['block2a_se_excite[0][0]']      \n",
      "                                                                                                  \n",
      " block2a_project_bn (BatchNorma  (None, 8, 16, 24)   96          ['block2a_project_conv[0][0]']   \n",
      " lization)                                                                                        \n",
      "                                                                                                  \n",
      " block2b_expand_conv (Conv2D)   (None, 8, 16, 144)   3456        ['block2a_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block2b_expand_bn (BatchNormal  (None, 8, 16, 144)  576         ['block2b_expand_conv[0][0]']    \n",
      " ization)                                                                                         \n",
      "                                                                                                  \n",
      " block2b_expand_activation (Act  (None, 8, 16, 144)  0           ['block2b_expand_bn[0][0]']      \n",
      " ivation)                                                                                         \n",
      "                                                                                                  \n",
      " block2b_dwconv (DepthwiseConv2  (None, 8, 16, 144)  1296        ['block2b_expand_activation[0][0]\n",
      " D)                                                              ']                               \n",
      "                                                                                                  \n",
      " block2b_bn (BatchNormalization  (None, 8, 16, 144)  576         ['block2b_dwconv[0][0]']         \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block2b_activation (Activation  (None, 8, 16, 144)  0           ['block2b_bn[0][0]']             \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block2b_se_squeeze (GlobalAver  (None, 144)         0           ['block2b_activation[0][0]']     \n",
      " agePooling2D)                                                                                    \n",
      "                                                                                                  \n",
      " block2b_se_reshape (Reshape)   (None, 1, 1, 144)    0           ['block2b_se_squeeze[0][0]']     \n",
      "                                                                                                  \n",
      " block2b_se_reduce (Conv2D)     (None, 1, 1, 6)      870         ['block2b_se_reshape[0][0]']     \n",
      "                                                                                                  \n",
      " block2b_se_expand (Conv2D)     (None, 1, 1, 144)    1008        ['block2b_se_reduce[0][0]']      \n",
      "                                                                                                  \n",
      " block2b_se_excite (Multiply)   (None, 8, 16, 144)   0           ['block2b_activation[0][0]',     \n",
      "                                                                  'block2b_se_expand[0][0]']      \n",
      "                                                                                                  \n",
      " block2b_project_conv (Conv2D)  (None, 8, 16, 24)    3456        ['block2b_se_excite[0][0]']      \n",
      "                                                                                                  \n",
      " block2b_project_bn (BatchNorma  (None, 8, 16, 24)   96          ['block2b_project_conv[0][0]']   \n",
      " lization)                                                                                        \n",
      "                                                                                                  \n",
      " block2b_drop (Dropout)         (None, 8, 16, 24)    0           ['block2b_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block2b_add (Add)              (None, 8, 16, 24)    0           ['block2b_drop[0][0]',           \n",
      "                                                                  'block2a_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block3a_expand_conv (Conv2D)   (None, 8, 16, 144)   3456        ['block2b_add[0][0]']            \n",
      "                                                                                                  \n",
      " block3a_expand_bn (BatchNormal  (None, 8, 16, 144)  576         ['block3a_expand_conv[0][0]']    \n",
      " ization)                                                                                         \n",
      "                                                                                                  \n",
      " block3a_expand_activation (Act  (None, 8, 16, 144)  0           ['block3a_expand_bn[0][0]']      \n",
      " ivation)                                                                                         \n",
      "                                                                                                  \n",
      " block3a_dwconv_pad (ZeroPaddin  (None, 11, 19, 144)  0          ['block3a_expand_activation[0][0]\n",
      " g2D)                                                            ']                               \n",
      "                                                                                                  \n",
      " block3a_dwconv (DepthwiseConv2  (None, 4, 8, 144)   3600        ['block3a_dwconv_pad[0][0]']     \n",
      " D)                                                                                               \n",
      "                                                                                                  \n",
      " block3a_bn (BatchNormalization  (None, 4, 8, 144)   576         ['block3a_dwconv[0][0]']         \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block3a_activation (Activation  (None, 4, 8, 144)   0           ['block3a_bn[0][0]']             \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block3a_se_squeeze (GlobalAver  (None, 144)         0           ['block3a_activation[0][0]']     \n",
      " agePooling2D)                                                                                    \n",
      "                                                                                                  \n",
      " block3a_se_reshape (Reshape)   (None, 1, 1, 144)    0           ['block3a_se_squeeze[0][0]']     \n",
      "                                                                                                  \n",
      " block3a_se_reduce (Conv2D)     (None, 1, 1, 6)      870         ['block3a_se_reshape[0][0]']     \n",
      "                                                                                                  \n",
      " block3a_se_expand (Conv2D)     (None, 1, 1, 144)    1008        ['block3a_se_reduce[0][0]']      \n",
      "                                                                                                  \n",
      " block3a_se_excite (Multiply)   (None, 4, 8, 144)    0           ['block3a_activation[0][0]',     \n",
      "                                                                  'block3a_se_expand[0][0]']      \n",
      "                                                                                                  \n",
      " block3a_project_conv (Conv2D)  (None, 4, 8, 40)     5760        ['block3a_se_excite[0][0]']      \n",
      "                                                                                                  \n",
      " block3a_project_bn (BatchNorma  (None, 4, 8, 40)    160         ['block3a_project_conv[0][0]']   \n",
      " lization)                                                                                        \n",
      "                                                                                                  \n",
      " block3b_expand_conv (Conv2D)   (None, 4, 8, 240)    9600        ['block3a_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block3b_expand_bn (BatchNormal  (None, 4, 8, 240)   960         ['block3b_expand_conv[0][0]']    \n",
      " ization)                                                                                         \n",
      "                                                                                                  \n",
      " block3b_expand_activation (Act  (None, 4, 8, 240)   0           ['block3b_expand_bn[0][0]']      \n",
      " ivation)                                                                                         \n",
      "                                                                                                  \n",
      " block3b_dwconv (DepthwiseConv2  (None, 4, 8, 240)   6000        ['block3b_expand_activation[0][0]\n",
      " D)                                                              ']                               \n",
      "                                                                                                  \n",
      " block3b_bn (BatchNormalization  (None, 4, 8, 240)   960         ['block3b_dwconv[0][0]']         \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block3b_activation (Activation  (None, 4, 8, 240)   0           ['block3b_bn[0][0]']             \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block3b_se_squeeze (GlobalAver  (None, 240)         0           ['block3b_activation[0][0]']     \n",
      " agePooling2D)                                                                                    \n",
      "                                                                                                  \n",
      " block3b_se_reshape (Reshape)   (None, 1, 1, 240)    0           ['block3b_se_squeeze[0][0]']     \n",
      "                                                                                                  \n",
      " block3b_se_reduce (Conv2D)     (None, 1, 1, 10)     2410        ['block3b_se_reshape[0][0]']     \n",
      "                                                                                                  \n",
      " block3b_se_expand (Conv2D)     (None, 1, 1, 240)    2640        ['block3b_se_reduce[0][0]']      \n",
      "                                                                                                  \n",
      " block3b_se_excite (Multiply)   (None, 4, 8, 240)    0           ['block3b_activation[0][0]',     \n",
      "                                                                  'block3b_se_expand[0][0]']      \n",
      "                                                                                                  \n",
      " block3b_project_conv (Conv2D)  (None, 4, 8, 40)     9600        ['block3b_se_excite[0][0]']      \n",
      "                                                                                                  \n",
      " block3b_project_bn (BatchNorma  (None, 4, 8, 40)    160         ['block3b_project_conv[0][0]']   \n",
      " lization)                                                                                        \n",
      "                                                                                                  \n",
      " block3b_drop (Dropout)         (None, 4, 8, 40)     0           ['block3b_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block3b_add (Add)              (None, 4, 8, 40)     0           ['block3b_drop[0][0]',           \n",
      "                                                                  'block3a_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block4a_expand_conv (Conv2D)   (None, 4, 8, 240)    9600        ['block3b_add[0][0]']            \n",
      "                                                                                                  \n",
      " block4a_expand_bn (BatchNormal  (None, 4, 8, 240)   960         ['block4a_expand_conv[0][0]']    \n",
      " ization)                                                                                         \n",
      "                                                                                                  \n",
      " block4a_expand_activation (Act  (None, 4, 8, 240)   0           ['block4a_expand_bn[0][0]']      \n",
      " ivation)                                                                                         \n",
      "                                                                                                  \n",
      " block4a_dwconv_pad (ZeroPaddin  (None, 5, 9, 240)   0           ['block4a_expand_activation[0][0]\n",
      " g2D)                                                            ']                               \n",
      "                                                                                                  \n",
      " block4a_dwconv (DepthwiseConv2  (None, 2, 4, 240)   2160        ['block4a_dwconv_pad[0][0]']     \n",
      " D)                                                                                               \n",
      "                                                                                                  \n",
      " block4a_bn (BatchNormalization  (None, 2, 4, 240)   960         ['block4a_dwconv[0][0]']         \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block4a_activation (Activation  (None, 2, 4, 240)   0           ['block4a_bn[0][0]']             \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block4a_se_squeeze (GlobalAver  (None, 240)         0           ['block4a_activation[0][0]']     \n",
      " agePooling2D)                                                                                    \n",
      "                                                                                                  \n",
      " block4a_se_reshape (Reshape)   (None, 1, 1, 240)    0           ['block4a_se_squeeze[0][0]']     \n",
      "                                                                                                  \n",
      " block4a_se_reduce (Conv2D)     (None, 1, 1, 10)     2410        ['block4a_se_reshape[0][0]']     \n",
      "                                                                                                  \n",
      " block4a_se_expand (Conv2D)     (None, 1, 1, 240)    2640        ['block4a_se_reduce[0][0]']      \n",
      "                                                                                                  \n",
      " block4a_se_excite (Multiply)   (None, 2, 4, 240)    0           ['block4a_activation[0][0]',     \n",
      "                                                                  'block4a_se_expand[0][0]']      \n",
      "                                                                                                  \n",
      " block4a_project_conv (Conv2D)  (None, 2, 4, 80)     19200       ['block4a_se_excite[0][0]']      \n",
      "                                                                                                  \n",
      " block4a_project_bn (BatchNorma  (None, 2, 4, 80)    320         ['block4a_project_conv[0][0]']   \n",
      " lization)                                                                                        \n",
      "                                                                                                  \n",
      " block4b_expand_conv (Conv2D)   (None, 2, 4, 480)    38400       ['block4a_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block4b_expand_bn (BatchNormal  (None, 2, 4, 480)   1920        ['block4b_expand_conv[0][0]']    \n",
      " ization)                                                                                         \n",
      "                                                                                                  \n",
      " block4b_expand_activation (Act  (None, 2, 4, 480)   0           ['block4b_expand_bn[0][0]']      \n",
      " ivation)                                                                                         \n",
      "                                                                                                  \n",
      " block4b_dwconv (DepthwiseConv2  (None, 2, 4, 480)   4320        ['block4b_expand_activation[0][0]\n",
      " D)                                                              ']                               \n",
      "                                                                                                  \n",
      " block4b_bn (BatchNormalization  (None, 2, 4, 480)   1920        ['block4b_dwconv[0][0]']         \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block4b_activation (Activation  (None, 2, 4, 480)   0           ['block4b_bn[0][0]']             \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block4b_se_squeeze (GlobalAver  (None, 480)         0           ['block4b_activation[0][0]']     \n",
      " agePooling2D)                                                                                    \n",
      "                                                                                                  \n",
      " block4b_se_reshape (Reshape)   (None, 1, 1, 480)    0           ['block4b_se_squeeze[0][0]']     \n",
      "                                                                                                  \n",
      " block4b_se_reduce (Conv2D)     (None, 1, 1, 20)     9620        ['block4b_se_reshape[0][0]']     \n",
      "                                                                                                  \n",
      " block4b_se_expand (Conv2D)     (None, 1, 1, 480)    10080       ['block4b_se_reduce[0][0]']      \n",
      "                                                                                                  \n",
      " block4b_se_excite (Multiply)   (None, 2, 4, 480)    0           ['block4b_activation[0][0]',     \n",
      "                                                                  'block4b_se_expand[0][0]']      \n",
      "                                                                                                  \n",
      " block4b_project_conv (Conv2D)  (None, 2, 4, 80)     38400       ['block4b_se_excite[0][0]']      \n",
      "                                                                                                  \n",
      " block4b_project_bn (BatchNorma  (None, 2, 4, 80)    320         ['block4b_project_conv[0][0]']   \n",
      " lization)                                                                                        \n",
      "                                                                                                  \n",
      " block4b_drop (Dropout)         (None, 2, 4, 80)     0           ['block4b_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block4b_add (Add)              (None, 2, 4, 80)     0           ['block4b_drop[0][0]',           \n",
      "                                                                  'block4a_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block4c_expand_conv (Conv2D)   (None, 2, 4, 480)    38400       ['block4b_add[0][0]']            \n",
      "                                                                                                  \n",
      " block4c_expand_bn (BatchNormal  (None, 2, 4, 480)   1920        ['block4c_expand_conv[0][0]']    \n",
      " ization)                                                                                         \n",
      "                                                                                                  \n",
      " block4c_expand_activation (Act  (None, 2, 4, 480)   0           ['block4c_expand_bn[0][0]']      \n",
      " ivation)                                                                                         \n",
      "                                                                                                  \n",
      " block4c_dwconv (DepthwiseConv2  (None, 2, 4, 480)   4320        ['block4c_expand_activation[0][0]\n",
      " D)                                                              ']                               \n",
      "                                                                                                  \n",
      " block4c_bn (BatchNormalization  (None, 2, 4, 480)   1920        ['block4c_dwconv[0][0]']         \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block4c_activation (Activation  (None, 2, 4, 480)   0           ['block4c_bn[0][0]']             \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block4c_se_squeeze (GlobalAver  (None, 480)         0           ['block4c_activation[0][0]']     \n",
      " agePooling2D)                                                                                    \n",
      "                                                                                                  \n",
      " block4c_se_reshape (Reshape)   (None, 1, 1, 480)    0           ['block4c_se_squeeze[0][0]']     \n",
      "                                                                                                  \n",
      " block4c_se_reduce (Conv2D)     (None, 1, 1, 20)     9620        ['block4c_se_reshape[0][0]']     \n",
      "                                                                                                  \n",
      " block4c_se_expand (Conv2D)     (None, 1, 1, 480)    10080       ['block4c_se_reduce[0][0]']      \n",
      "                                                                                                  \n",
      " block4c_se_excite (Multiply)   (None, 2, 4, 480)    0           ['block4c_activation[0][0]',     \n",
      "                                                                  'block4c_se_expand[0][0]']      \n",
      "                                                                                                  \n",
      " block4c_project_conv (Conv2D)  (None, 2, 4, 80)     38400       ['block4c_se_excite[0][0]']      \n",
      "                                                                                                  \n",
      " block4c_project_bn (BatchNorma  (None, 2, 4, 80)    320         ['block4c_project_conv[0][0]']   \n",
      " lization)                                                                                        \n",
      "                                                                                                  \n",
      " block4c_drop (Dropout)         (None, 2, 4, 80)     0           ['block4c_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block4c_add (Add)              (None, 2, 4, 80)     0           ['block4c_drop[0][0]',           \n",
      "                                                                  'block4b_add[0][0]']            \n",
      "                                                                                                  \n",
      " block5a_expand_conv (Conv2D)   (None, 2, 4, 480)    38400       ['block4c_add[0][0]']            \n",
      "                                                                                                  \n",
      " block5a_expand_bn (BatchNormal  (None, 2, 4, 480)   1920        ['block5a_expand_conv[0][0]']    \n",
      " ization)                                                                                         \n",
      "                                                                                                  \n",
      " block5a_expand_activation (Act  (None, 2, 4, 480)   0           ['block5a_expand_bn[0][0]']      \n",
      " ivation)                                                                                         \n",
      "                                                                                                  \n",
      " block5a_dwconv (DepthwiseConv2  (None, 2, 4, 480)   12000       ['block5a_expand_activation[0][0]\n",
      " D)                                                              ']                               \n",
      "                                                                                                  \n",
      " block5a_bn (BatchNormalization  (None, 2, 4, 480)   1920        ['block5a_dwconv[0][0]']         \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block5a_activation (Activation  (None, 2, 4, 480)   0           ['block5a_bn[0][0]']             \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block5a_se_squeeze (GlobalAver  (None, 480)         0           ['block5a_activation[0][0]']     \n",
      " agePooling2D)                                                                                    \n",
      "                                                                                                  \n",
      " block5a_se_reshape (Reshape)   (None, 1, 1, 480)    0           ['block5a_se_squeeze[0][0]']     \n",
      "                                                                                                  \n",
      " block5a_se_reduce (Conv2D)     (None, 1, 1, 20)     9620        ['block5a_se_reshape[0][0]']     \n",
      "                                                                                                  \n",
      " block5a_se_expand (Conv2D)     (None, 1, 1, 480)    10080       ['block5a_se_reduce[0][0]']      \n",
      "                                                                                                  \n",
      " block5a_se_excite (Multiply)   (None, 2, 4, 480)    0           ['block5a_activation[0][0]',     \n",
      "                                                                  'block5a_se_expand[0][0]']      \n",
      "                                                                                                  \n",
      " block5a_project_conv (Conv2D)  (None, 2, 4, 112)    53760       ['block5a_se_excite[0][0]']      \n",
      "                                                                                                  \n",
      " block5a_project_bn (BatchNorma  (None, 2, 4, 112)   448         ['block5a_project_conv[0][0]']   \n",
      " lization)                                                                                        \n",
      "                                                                                                  \n",
      " block5b_expand_conv (Conv2D)   (None, 2, 4, 672)    75264       ['block5a_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block5b_expand_bn (BatchNormal  (None, 2, 4, 672)   2688        ['block5b_expand_conv[0][0]']    \n",
      " ization)                                                                                         \n",
      "                                                                                                  \n",
      " block5b_expand_activation (Act  (None, 2, 4, 672)   0           ['block5b_expand_bn[0][0]']      \n",
      " ivation)                                                                                         \n",
      "                                                                                                  \n",
      " block5b_dwconv (DepthwiseConv2  (None, 2, 4, 672)   16800       ['block5b_expand_activation[0][0]\n",
      " D)                                                              ']                               \n",
      "                                                                                                  \n",
      " block5b_bn (BatchNormalization  (None, 2, 4, 672)   2688        ['block5b_dwconv[0][0]']         \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block5b_activation (Activation  (None, 2, 4, 672)   0           ['block5b_bn[0][0]']             \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block5b_se_squeeze (GlobalAver  (None, 672)         0           ['block5b_activation[0][0]']     \n",
      " agePooling2D)                                                                                    \n",
      "                                                                                                  \n",
      " block5b_se_reshape (Reshape)   (None, 1, 1, 672)    0           ['block5b_se_squeeze[0][0]']     \n",
      "                                                                                                  \n",
      " block5b_se_reduce (Conv2D)     (None, 1, 1, 28)     18844       ['block5b_se_reshape[0][0]']     \n",
      "                                                                                                  \n",
      " block5b_se_expand (Conv2D)     (None, 1, 1, 672)    19488       ['block5b_se_reduce[0][0]']      \n",
      "                                                                                                  \n",
      " block5b_se_excite (Multiply)   (None, 2, 4, 672)    0           ['block5b_activation[0][0]',     \n",
      "                                                                  'block5b_se_expand[0][0]']      \n",
      "                                                                                                  \n",
      " block5b_project_conv (Conv2D)  (None, 2, 4, 112)    75264       ['block5b_se_excite[0][0]']      \n",
      "                                                                                                  \n",
      " block5b_project_bn (BatchNorma  (None, 2, 4, 112)   448         ['block5b_project_conv[0][0]']   \n",
      " lization)                                                                                        \n",
      "                                                                                                  \n",
      " block5b_drop (Dropout)         (None, 2, 4, 112)    0           ['block5b_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block5b_add (Add)              (None, 2, 4, 112)    0           ['block5b_drop[0][0]',           \n",
      "                                                                  'block5a_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block5c_expand_conv (Conv2D)   (None, 2, 4, 672)    75264       ['block5b_add[0][0]']            \n",
      "                                                                                                  \n",
      " block5c_expand_bn (BatchNormal  (None, 2, 4, 672)   2688        ['block5c_expand_conv[0][0]']    \n",
      " ization)                                                                                         \n",
      "                                                                                                  \n",
      " block5c_expand_activation (Act  (None, 2, 4, 672)   0           ['block5c_expand_bn[0][0]']      \n",
      " ivation)                                                                                         \n",
      "                                                                                                  \n",
      " block5c_dwconv (DepthwiseConv2  (None, 2, 4, 672)   16800       ['block5c_expand_activation[0][0]\n",
      " D)                                                              ']                               \n",
      "                                                                                                  \n",
      " block5c_bn (BatchNormalization  (None, 2, 4, 672)   2688        ['block5c_dwconv[0][0]']         \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block5c_activation (Activation  (None, 2, 4, 672)   0           ['block5c_bn[0][0]']             \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block5c_se_squeeze (GlobalAver  (None, 672)         0           ['block5c_activation[0][0]']     \n",
      " agePooling2D)                                                                                    \n",
      "                                                                                                  \n",
      " block5c_se_reshape (Reshape)   (None, 1, 1, 672)    0           ['block5c_se_squeeze[0][0]']     \n",
      "                                                                                                  \n",
      " block5c_se_reduce (Conv2D)     (None, 1, 1, 28)     18844       ['block5c_se_reshape[0][0]']     \n",
      "                                                                                                  \n",
      " block5c_se_expand (Conv2D)     (None, 1, 1, 672)    19488       ['block5c_se_reduce[0][0]']      \n",
      "                                                                                                  \n",
      " block5c_se_excite (Multiply)   (None, 2, 4, 672)    0           ['block5c_activation[0][0]',     \n",
      "                                                                  'block5c_se_expand[0][0]']      \n",
      "                                                                                                  \n",
      " block5c_project_conv (Conv2D)  (None, 2, 4, 112)    75264       ['block5c_se_excite[0][0]']      \n",
      "                                                                                                  \n",
      " block5c_project_bn (BatchNorma  (None, 2, 4, 112)   448         ['block5c_project_conv[0][0]']   \n",
      " lization)                                                                                        \n",
      "                                                                                                  \n",
      " block5c_drop (Dropout)         (None, 2, 4, 112)    0           ['block5c_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block5c_add (Add)              (None, 2, 4, 112)    0           ['block5c_drop[0][0]',           \n",
      "                                                                  'block5b_add[0][0]']            \n",
      "                                                                                                  \n",
      " block6a_expand_conv (Conv2D)   (None, 2, 4, 672)    75264       ['block5c_add[0][0]']            \n",
      "                                                                                                  \n",
      " block6a_expand_bn (BatchNormal  (None, 2, 4, 672)   2688        ['block6a_expand_conv[0][0]']    \n",
      " ization)                                                                                         \n",
      "                                                                                                  \n",
      " block6a_expand_activation (Act  (None, 2, 4, 672)   0           ['block6a_expand_bn[0][0]']      \n",
      " ivation)                                                                                         \n",
      "                                                                                                  \n",
      " block6a_dwconv_pad (ZeroPaddin  (None, 5, 7, 672)   0           ['block6a_expand_activation[0][0]\n",
      " g2D)                                                            ']                               \n",
      "                                                                                                  \n",
      " block6a_dwconv (DepthwiseConv2  (None, 1, 2, 672)   16800       ['block6a_dwconv_pad[0][0]']     \n",
      " D)                                                                                               \n",
      "                                                                                                  \n",
      " block6a_bn (BatchNormalization  (None, 1, 2, 672)   2688        ['block6a_dwconv[0][0]']         \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block6a_activation (Activation  (None, 1, 2, 672)   0           ['block6a_bn[0][0]']             \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block6a_se_squeeze (GlobalAver  (None, 672)         0           ['block6a_activation[0][0]']     \n",
      " agePooling2D)                                                                                    \n",
      "                                                                                                  \n",
      " block6a_se_reshape (Reshape)   (None, 1, 1, 672)    0           ['block6a_se_squeeze[0][0]']     \n",
      "                                                                                                  \n",
      " block6a_se_reduce (Conv2D)     (None, 1, 1, 28)     18844       ['block6a_se_reshape[0][0]']     \n",
      "                                                                                                  \n",
      " block6a_se_expand (Conv2D)     (None, 1, 1, 672)    19488       ['block6a_se_reduce[0][0]']      \n",
      "                                                                                                  \n",
      " block6a_se_excite (Multiply)   (None, 1, 2, 672)    0           ['block6a_activation[0][0]',     \n",
      "                                                                  'block6a_se_expand[0][0]']      \n",
      "                                                                                                  \n",
      " block6a_project_conv (Conv2D)  (None, 1, 2, 192)    129024      ['block6a_se_excite[0][0]']      \n",
      "                                                                                                  \n",
      " block6a_project_bn (BatchNorma  (None, 1, 2, 192)   768         ['block6a_project_conv[0][0]']   \n",
      " lization)                                                                                        \n",
      "                                                                                                  \n",
      " block6b_expand_conv (Conv2D)   (None, 1, 2, 1152)   221184      ['block6a_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block6b_expand_bn (BatchNormal  (None, 1, 2, 1152)  4608        ['block6b_expand_conv[0][0]']    \n",
      " ization)                                                                                         \n",
      "                                                                                                  \n",
      " block6b_expand_activation (Act  (None, 1, 2, 1152)  0           ['block6b_expand_bn[0][0]']      \n",
      " ivation)                                                                                         \n",
      "                                                                                                  \n",
      " block6b_dwconv (DepthwiseConv2  (None, 1, 2, 1152)  28800       ['block6b_expand_activation[0][0]\n",
      " D)                                                              ']                               \n",
      "                                                                                                  \n",
      " block6b_bn (BatchNormalization  (None, 1, 2, 1152)  4608        ['block6b_dwconv[0][0]']         \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block6b_activation (Activation  (None, 1, 2, 1152)  0           ['block6b_bn[0][0]']             \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block6b_se_squeeze (GlobalAver  (None, 1152)        0           ['block6b_activation[0][0]']     \n",
      " agePooling2D)                                                                                    \n",
      "                                                                                                  \n",
      " block6b_se_reshape (Reshape)   (None, 1, 1, 1152)   0           ['block6b_se_squeeze[0][0]']     \n",
      "                                                                                                  \n",
      " block6b_se_reduce (Conv2D)     (None, 1, 1, 48)     55344       ['block6b_se_reshape[0][0]']     \n",
      "                                                                                                  \n",
      " block6b_se_expand (Conv2D)     (None, 1, 1, 1152)   56448       ['block6b_se_reduce[0][0]']      \n",
      "                                                                                                  \n",
      " block6b_se_excite (Multiply)   (None, 1, 2, 1152)   0           ['block6b_activation[0][0]',     \n",
      "                                                                  'block6b_se_expand[0][0]']      \n",
      "                                                                                                  \n",
      " block6b_project_conv (Conv2D)  (None, 1, 2, 192)    221184      ['block6b_se_excite[0][0]']      \n",
      "                                                                                                  \n",
      " block6b_project_bn (BatchNorma  (None, 1, 2, 192)   768         ['block6b_project_conv[0][0]']   \n",
      " lization)                                                                                        \n",
      "                                                                                                  \n",
      " block6b_drop (Dropout)         (None, 1, 2, 192)    0           ['block6b_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block6b_add (Add)              (None, 1, 2, 192)    0           ['block6b_drop[0][0]',           \n",
      "                                                                  'block6a_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block6c_expand_conv (Conv2D)   (None, 1, 2, 1152)   221184      ['block6b_add[0][0]']            \n",
      "                                                                                                  \n",
      " block6c_expand_bn (BatchNormal  (None, 1, 2, 1152)  4608        ['block6c_expand_conv[0][0]']    \n",
      " ization)                                                                                         \n",
      "                                                                                                  \n",
      " block6c_expand_activation (Act  (None, 1, 2, 1152)  0           ['block6c_expand_bn[0][0]']      \n",
      " ivation)                                                                                         \n",
      "                                                                                                  \n",
      " block6c_dwconv (DepthwiseConv2  (None, 1, 2, 1152)  28800       ['block6c_expand_activation[0][0]\n",
      " D)                                                              ']                               \n",
      "                                                                                                  \n",
      " block6c_bn (BatchNormalization  (None, 1, 2, 1152)  4608        ['block6c_dwconv[0][0]']         \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block6c_activation (Activation  (None, 1, 2, 1152)  0           ['block6c_bn[0][0]']             \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block6c_se_squeeze (GlobalAver  (None, 1152)        0           ['block6c_activation[0][0]']     \n",
      " agePooling2D)                                                                                    \n",
      "                                                                                                  \n",
      " block6c_se_reshape (Reshape)   (None, 1, 1, 1152)   0           ['block6c_se_squeeze[0][0]']     \n",
      "                                                                                                  \n",
      " block6c_se_reduce (Conv2D)     (None, 1, 1, 48)     55344       ['block6c_se_reshape[0][0]']     \n",
      "                                                                                                  \n",
      " block6c_se_expand (Conv2D)     (None, 1, 1, 1152)   56448       ['block6c_se_reduce[0][0]']      \n",
      "                                                                                                  \n",
      " block6c_se_excite (Multiply)   (None, 1, 2, 1152)   0           ['block6c_activation[0][0]',     \n",
      "                                                                  'block6c_se_expand[0][0]']      \n",
      "                                                                                                  \n",
      " block6c_project_conv (Conv2D)  (None, 1, 2, 192)    221184      ['block6c_se_excite[0][0]']      \n",
      "                                                                                                  \n",
      " block6c_project_bn (BatchNorma  (None, 1, 2, 192)   768         ['block6c_project_conv[0][0]']   \n",
      " lization)                                                                                        \n",
      "                                                                                                  \n",
      " block6c_drop (Dropout)         (None, 1, 2, 192)    0           ['block6c_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block6c_add (Add)              (None, 1, 2, 192)    0           ['block6c_drop[0][0]',           \n",
      "                                                                  'block6b_add[0][0]']            \n",
      "                                                                                                  \n",
      " block6d_expand_conv (Conv2D)   (None, 1, 2, 1152)   221184      ['block6c_add[0][0]']            \n",
      "                                                                                                  \n",
      " block6d_expand_bn (BatchNormal  (None, 1, 2, 1152)  4608        ['block6d_expand_conv[0][0]']    \n",
      " ization)                                                                                         \n",
      "                                                                                                  \n",
      " block6d_expand_activation (Act  (None, 1, 2, 1152)  0           ['block6d_expand_bn[0][0]']      \n",
      " ivation)                                                                                         \n",
      "                                                                                                  \n",
      " block6d_dwconv (DepthwiseConv2  (None, 1, 2, 1152)  28800       ['block6d_expand_activation[0][0]\n",
      " D)                                                              ']                               \n",
      "                                                                                                  \n",
      " block6d_bn (BatchNormalization  (None, 1, 2, 1152)  4608        ['block6d_dwconv[0][0]']         \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block6d_activation (Activation  (None, 1, 2, 1152)  0           ['block6d_bn[0][0]']             \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block6d_se_squeeze (GlobalAver  (None, 1152)        0           ['block6d_activation[0][0]']     \n",
      " agePooling2D)                                                                                    \n",
      "                                                                                                  \n",
      " block6d_se_reshape (Reshape)   (None, 1, 1, 1152)   0           ['block6d_se_squeeze[0][0]']     \n",
      "                                                                                                  \n",
      " block6d_se_reduce (Conv2D)     (None, 1, 1, 48)     55344       ['block6d_se_reshape[0][0]']     \n",
      "                                                                                                  \n",
      " block6d_se_expand (Conv2D)     (None, 1, 1, 1152)   56448       ['block6d_se_reduce[0][0]']      \n",
      "                                                                                                  \n",
      " block6d_se_excite (Multiply)   (None, 1, 2, 1152)   0           ['block6d_activation[0][0]',     \n",
      "                                                                  'block6d_se_expand[0][0]']      \n",
      "                                                                                                  \n",
      " block6d_project_conv (Conv2D)  (None, 1, 2, 192)    221184      ['block6d_se_excite[0][0]']      \n",
      "                                                                                                  \n",
      " block6d_project_bn (BatchNorma  (None, 1, 2, 192)   768         ['block6d_project_conv[0][0]']   \n",
      " lization)                                                                                        \n",
      "                                                                                                  \n",
      " block6d_drop (Dropout)         (None, 1, 2, 192)    0           ['block6d_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " block6d_add (Add)              (None, 1, 2, 192)    0           ['block6d_drop[0][0]',           \n",
      "                                                                  'block6c_add[0][0]']            \n",
      "                                                                                                  \n",
      " block7a_expand_conv (Conv2D)   (None, 1, 2, 1152)   221184      ['block6d_add[0][0]']            \n",
      "                                                                                                  \n",
      " block7a_expand_bn (BatchNormal  (None, 1, 2, 1152)  4608        ['block7a_expand_conv[0][0]']    \n",
      " ization)                                                                                         \n",
      "                                                                                                  \n",
      " block7a_expand_activation (Act  (None, 1, 2, 1152)  0           ['block7a_expand_bn[0][0]']      \n",
      " ivation)                                                                                         \n",
      "                                                                                                  \n",
      " block7a_dwconv (DepthwiseConv2  (None, 1, 2, 1152)  10368       ['block7a_expand_activation[0][0]\n",
      " D)                                                              ']                               \n",
      "                                                                                                  \n",
      " block7a_bn (BatchNormalization  (None, 1, 2, 1152)  4608        ['block7a_dwconv[0][0]']         \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block7a_activation (Activation  (None, 1, 2, 1152)  0           ['block7a_bn[0][0]']             \n",
      " )                                                                                                \n",
      "                                                                                                  \n",
      " block7a_se_squeeze (GlobalAver  (None, 1152)        0           ['block7a_activation[0][0]']     \n",
      " agePooling2D)                                                                                    \n",
      "                                                                                                  \n",
      " block7a_se_reshape (Reshape)   (None, 1, 1, 1152)   0           ['block7a_se_squeeze[0][0]']     \n",
      "                                                                                                  \n",
      " block7a_se_reduce (Conv2D)     (None, 1, 1, 48)     55344       ['block7a_se_reshape[0][0]']     \n",
      "                                                                                                  \n",
      " block7a_se_expand (Conv2D)     (None, 1, 1, 1152)   56448       ['block7a_se_reduce[0][0]']      \n",
      "                                                                                                  \n",
      " block7a_se_excite (Multiply)   (None, 1, 2, 1152)   0           ['block7a_activation[0][0]',     \n",
      "                                                                  'block7a_se_expand[0][0]']      \n",
      "                                                                                                  \n",
      " block7a_project_conv (Conv2D)  (None, 1, 2, 320)    368640      ['block7a_se_excite[0][0]']      \n",
      "                                                                                                  \n",
      " block7a_project_bn (BatchNorma  (None, 1, 2, 320)   1280        ['block7a_project_conv[0][0]']   \n",
      " lization)                                                                                        \n",
      "                                                                                                  \n",
      " top_conv (Conv2D)              (None, 1, 2, 1280)   409600      ['block7a_project_bn[0][0]']     \n",
      "                                                                                                  \n",
      " top_bn (BatchNormalization)    (None, 1, 2, 1280)   5120        ['top_conv[0][0]']               \n",
      "                                                                                                  \n",
      " top_activation (Activation)    (None, 1, 2, 1280)   0           ['top_bn[0][0]']                 \n",
      "                                                                                                  \n",
      "==================================================================================================\n",
      "Total params: 4,049,571\n",
      "Trainable params: 4,007,548\n",
      "Non-trainable params: 42,023\n",
      "__________________________________________________________________________________________________\n"
     ]
    }
   ],
   "source": [
    "from tensorflow.keras.applications import EfficientNetB1\n",
    "\n",
    "base = EfficientNetB1(weights=None, include_top=False, input_shape=(32, 64, 3))\n",
    "base.summary()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Freezing the layers\n",
    "# for layer in base.layers[:-5]:\n",
    "#     layer.trainable = False"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import tensorflow as tf\n",
    "from tensorflow.keras.layers import Input, Conv2D, MaxPooling2D, BatchNormalization, Flatten, Reshape, Bidirectional, LSTM, Dropout, Dense\n",
    "from tensorflow.keras.models import Model\n",
    "from tensorflow.keras import backend as K\n",
    "\n",
    "\n",
    "# Define your model architecture\n",
    "def build_model():\n",
    "    # Inputs to the model\n",
    "    input_img = keras.Input(shape=(32, 64, 3), name=\"image\")\n",
    "    labels = keras.layers.Input(name=\"label\", shape=(None,))\n",
    "\n",
    "    # vgg model\n",
    "    x = base(input_img)\n",
    "    x = keras.layers.Reshape((32,80))(x)\n",
    "    x = keras.layers.Dense(128, activation=\"relu\", name=\"dense2\")(x)\n",
    "    x= keras.layers.BatchNormalization()(x)\n",
    "    x = keras.layers.Dropout(0.3)(x)\n",
    "    x = keras.layers.Bidirectional(\n",
    "        keras.layers.LSTM(512, return_sequences=True, dropout=0.3))(x)\n",
    "    x = keras.layers.Dense(len(char_to_num.get_vocabulary()) + 2, activation=\"softmax\", name=\"dense3\")(x)\n",
    "    output = CTCLayer(name=\"ctc_loss\")(labels, x)\n",
    "\n",
    "    # Define the model.\n",
    "    model = keras.models.Model(inputs=[input_img, labels], outputs=output, name=\"Handwriting_OCR\")\n",
    "    # Optimizer.\n",
    "    opt = keras.optimizers.Nadam(learning_rate=0.001, beta_1=0.9, beta_2=0.999, epsilon=1e-08)\n",
    "    # Compile the model and return.\n",
    "    model.compile(optimizer=opt)\n",
    "    return model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Model: \"Handwriting_OCR\"\n",
      "__________________________________________________________________________________________________\n",
      " Layer (type)                   Output Shape         Param #     Connected to                     \n",
      "==================================================================================================\n",
      " image (InputLayer)             [(None, 32, 64, 3)]  0           []                               \n",
      "                                                                                                  \n",
      " efficientnetb0 (Functional)    (None, 1, 2, 1280)   4049571     ['image[0][0]']                  \n",
      "                                                                                                  \n",
      " reshape (Reshape)              (None, 32, 80)       0           ['efficientnetb0[0][0]']         \n",
      "                                                                                                  \n",
      " dense2 (Dense)                 (None, 32, 128)      10368       ['reshape[0][0]']                \n",
      "                                                                                                  \n",
      " batch_normalization (BatchNorm  (None, 32, 128)     512         ['dense2[0][0]']                 \n",
      " alization)                                                                                       \n",
      "                                                                                                  \n",
      " dropout (Dropout)              (None, 32, 128)      0           ['batch_normalization[0][0]']    \n",
      "                                                                                                  \n",
      " bidirectional (Bidirectional)  (None, 32, 1024)     2625536     ['dropout[0][0]']                \n",
      "                                                                                                  \n",
      " label (InputLayer)             [(None, None)]       0           []                               \n",
      "                                                                                                  \n",
      " dense3 (Dense)                 (None, 32, 42)       43050       ['bidirectional[0][0]']          \n",
      "                                                                                                  \n",
      " ctc_loss (CTCLayer)            (None, 32, 42)       0           ['label[0][0]',                  \n",
      "                                                                  'dense3[0][0]']                 \n",
      "                                                                                                  \n",
      "==================================================================================================\n",
      "Total params: 6,729,037\n",
      "Trainable params: 6,686,758\n",
      "Non-trainable params: 42,279\n",
      "__________________________________________________________________________________________________\n"
     ]
    }
   ],
   "source": [
    "model = build_model()\n",
    "\n",
    "model.summary()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING:tensorflow:`period` argument is deprecated. Please use `save_freq` to specify the frequency in number of batches seen.\n"
     ]
    }
   ],
   "source": [
    "# learning rate scheduler\n",
    "from tensorflow.keras.callbacks import ReduceLROnPlateau\n",
    "lr_scheduler = ReduceLROnPlateau(monitor='val_loss', factor=0.2, patience=10, min_lr=0.00001)\n",
    "from tensorflow.keras.callbacks import ModelCheckpoint\n",
    "checkpoint = ModelCheckpoint(\"Paper-EfficientNetB1.h5\", monitor='val_loss', verbose=1, save_best_only=True, mode='min', period = 10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO:tensorflow:Mixed precision compatibility check (mixed_float16): OK\n",
      "Your GPU will likely run quickly with dtype policy mixed_float16 as it has compute capability of at least 7.0. Your GPU: NVIDIA GeForce RTX 3060, compute capability 8.6\n"
     ]
    }
   ],
   "source": [
    "from tensorflow.keras import mixed_precision\n",
    "policy = mixed_precision.Policy('mixed_float16')\n",
    "mixed_precision.set_global_policy(policy)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 1/150\n",
      "97/97 [==============================] - 13s 131ms/step - loss: 12.2390 - val_loss: 9.8509 - lr: 0.0010\n",
      "Epoch 2/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 8.7245 - val_loss: 9.4831 - lr: 0.0010\n",
      "Epoch 3/150\n",
      "97/97 [==============================] - 12s 121ms/step - loss: 8.3146 - val_loss: 9.3125 - lr: 0.0010\n",
      "Epoch 4/150\n",
      "97/97 [==============================] - 12s 120ms/step - loss: 8.1024 - val_loss: 9.3527 - lr: 0.0010\n",
      "Epoch 5/150\n",
      "97/97 [==============================] - 12s 119ms/step - loss: 7.9176 - val_loss: 11.3381 - lr: 0.0010\n",
      "Epoch 6/150\n",
      "97/97 [==============================] - 12s 119ms/step - loss: 7.7844 - val_loss: 9.9843 - lr: 0.0010\n",
      "Epoch 7/150\n",
      "97/97 [==============================] - 11s 117ms/step - loss: 7.6083 - val_loss: 7.9233 - lr: 0.0010\n",
      "Epoch 8/150\n",
      "97/97 [==============================] - 11s 118ms/step - loss: 7.4599 - val_loss: 7.5475 - lr: 0.0010\n",
      "Epoch 9/150\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 7.2991 - val_loss: 7.4016 - lr: 0.0010\n",
      "Epoch 10/150\n",
      "97/97 [==============================] - ETA: 0s - loss: 7.1127\n",
      "Epoch 10: val_loss improved from inf to 7.36961, saving model to Paper.h5\n",
      "97/97 [==============================] - 12s 121ms/step - loss: 7.1127 - val_loss: 7.3696 - lr: 0.0010\n",
      "Epoch 11/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 6.9193 - val_loss: 7.2346 - lr: 0.0010\n",
      "Epoch 12/150\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 6.6950 - val_loss: 7.2027 - lr: 0.0010\n",
      "Epoch 13/150\n",
      "97/97 [==============================] - 11s 114ms/step - loss: 6.5457 - val_loss: 7.1535 - lr: 0.0010\n",
      "Epoch 14/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 6.2667 - val_loss: 6.9896 - lr: 0.0010\n",
      "Epoch 15/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 5.9745 - val_loss: 7.1570 - lr: 0.0010\n",
      "Epoch 16/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 5.7089 - val_loss: 7.1244 - lr: 0.0010\n",
      "Epoch 17/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 5.4214 - val_loss: 6.8146 - lr: 0.0010\n",
      "Epoch 18/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 5.0545 - val_loss: 6.9862 - lr: 0.0010\n",
      "Epoch 19/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 4.7978 - val_loss: 7.0243 - lr: 0.0010\n",
      "Epoch 20/150\n",
      "97/97 [==============================] - ETA: 0s - loss: 4.5493\n",
      "Epoch 20: val_loss did not improve from 7.36961\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 4.5493 - val_loss: 9.6634 - lr: 0.0010\n",
      "Epoch 21/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 4.1873 - val_loss: 6.9505 - lr: 0.0010\n",
      "Epoch 22/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 3.8667 - val_loss: 6.8863 - lr: 0.0010\n",
      "Epoch 23/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 3.5850 - val_loss: 6.7151 - lr: 0.0010\n",
      "Epoch 24/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 3.3654 - val_loss: 7.8086 - lr: 0.0010\n",
      "Epoch 25/150\n",
      "97/97 [==============================] - 11s 114ms/step - loss: 3.1868 - val_loss: 8.1766 - lr: 0.0010\n",
      "Epoch 26/150\n",
      "97/97 [==============================] - 11s 115ms/step - loss: 2.9197 - val_loss: 7.0265 - lr: 0.0010\n",
      "Epoch 27/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 2.6601 - val_loss: 8.1361 - lr: 0.0010\n",
      "Epoch 28/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 2.5291 - val_loss: 8.6012 - lr: 0.0010\n",
      "Epoch 29/150\n",
      "97/97 [==============================] - 11s 117ms/step - loss: 2.3326 - val_loss: 6.0684 - lr: 0.0010\n",
      "Epoch 30/150\n",
      "97/97 [==============================] - ETA: 0s - loss: 2.1854\n",
      "Epoch 30: val_loss improved from 7.36961 to 6.80180, saving model to Paper.h5\n",
      "97/97 [==============================] - 12s 123ms/step - loss: 2.1854 - val_loss: 6.8018 - lr: 0.0010\n",
      "Epoch 31/150\n",
      "97/97 [==============================] - 11s 118ms/step - loss: 2.0337 - val_loss: 5.6408 - lr: 0.0010\n",
      "Epoch 32/150\n",
      "97/97 [==============================] - 11s 114ms/step - loss: 1.7850 - val_loss: 6.3804 - lr: 0.0010\n",
      "Epoch 33/150\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 1.7019 - val_loss: 7.1640 - lr: 0.0010\n",
      "Epoch 34/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 1.6316 - val_loss: 5.5736 - lr: 0.0010\n",
      "Epoch 35/150\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 1.4465 - val_loss: 5.2016 - lr: 0.0010\n",
      "Epoch 36/150\n",
      "97/97 [==============================] - 11s 117ms/step - loss: 1.2678 - val_loss: 8.3596 - lr: 0.0010\n",
      "Epoch 37/150\n",
      "97/97 [==============================] - 12s 122ms/step - loss: 1.2029 - val_loss: 6.2365 - lr: 0.0010\n",
      "Epoch 38/150\n",
      "97/97 [==============================] - 12s 120ms/step - loss: 1.1154 - val_loss: 4.9136 - lr: 0.0010\n",
      "Epoch 39/150\n",
      "97/97 [==============================] - 11s 118ms/step - loss: 1.0841 - val_loss: 4.7233 - lr: 0.0010\n",
      "Epoch 40/150\n",
      "97/97 [==============================] - ETA: 0s - loss: 1.0998\n",
      "Epoch 40: val_loss improved from 6.80180 to 4.79503, saving model to Paper.h5\n",
      "97/97 [==============================] - 12s 119ms/step - loss: 1.0998 - val_loss: 4.7950 - lr: 0.0010\n",
      "Epoch 41/150\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 0.9892 - val_loss: 4.6969 - lr: 0.0010\n",
      "Epoch 42/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 0.8866 - val_loss: 6.2281 - lr: 0.0010\n",
      "Epoch 43/150\n",
      "97/97 [==============================] - 11s 118ms/step - loss: 0.8578 - val_loss: 5.3413 - lr: 0.0010\n",
      "Epoch 44/150\n",
      "97/97 [==============================] - 11s 115ms/step - loss: 0.7497 - val_loss: 4.5723 - lr: 0.0010\n",
      "Epoch 45/150\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 0.8074 - val_loss: 4.7338 - lr: 0.0010\n",
      "Epoch 46/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 0.9695 - val_loss: 5.3480 - lr: 0.0010\n",
      "Epoch 47/150\n",
      "97/97 [==============================] - 11s 118ms/step - loss: 0.8288 - val_loss: 8.2182 - lr: 0.0010\n",
      "Epoch 48/150\n",
      "97/97 [==============================] - 11s 115ms/step - loss: 0.8109 - val_loss: 6.7203 - lr: 0.0010\n",
      "Epoch 49/150\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 0.6729 - val_loss: 4.6139 - lr: 0.0010\n",
      "Epoch 50/150\n",
      "97/97 [==============================] - ETA: 0s - loss: 0.6743\n",
      "Epoch 50: val_loss improved from 4.79503 to 4.25279, saving model to Paper.h5\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 0.6743 - val_loss: 4.2528 - lr: 0.0010\n",
      "Epoch 51/150\n",
      "97/97 [==============================] - 11s 114ms/step - loss: 0.5521 - val_loss: 3.7456 - lr: 0.0010\n",
      "Epoch 52/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 0.5177 - val_loss: 4.1763 - lr: 0.0010\n",
      "Epoch 53/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 0.7182 - val_loss: 13.8158 - lr: 0.0010\n",
      "Epoch 54/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 0.9161 - val_loss: 9.1050 - lr: 0.0010\n",
      "Epoch 55/150\n",
      "97/97 [==============================] - 11s 117ms/step - loss: 0.6591 - val_loss: 10.3073 - lr: 0.0010\n",
      "Epoch 56/150\n",
      "97/97 [==============================] - 11s 115ms/step - loss: 0.5158 - val_loss: 3.5802 - lr: 0.0010\n",
      "Epoch 57/150\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 0.4601 - val_loss: 5.0448 - lr: 0.0010\n",
      "Epoch 58/150\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 0.5378 - val_loss: 4.9410 - lr: 0.0010\n",
      "Epoch 59/150\n",
      "97/97 [==============================] - 11s 115ms/step - loss: 0.5120 - val_loss: 3.4707 - lr: 0.0010\n",
      "Epoch 60/150\n",
      "97/97 [==============================] - ETA: 0s - loss: 0.4917\n",
      "Epoch 60: val_loss improved from 4.25279 to 3.01986, saving model to Paper.h5\n",
      "97/97 [==============================] - 16s 164ms/step - loss: 0.4917 - val_loss: 3.0199 - lr: 0.0010\n",
      "Epoch 61/150\n",
      "97/97 [==============================] - 13s 138ms/step - loss: 0.4023 - val_loss: 3.3530 - lr: 0.0010\n",
      "Epoch 62/150\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 0.4006 - val_loss: 11.5933 - lr: 0.0010\n",
      "Epoch 63/150\n",
      "97/97 [==============================] - 12s 119ms/step - loss: 0.3823 - val_loss: 3.0771 - lr: 0.0010\n",
      "Epoch 64/150\n",
      "97/97 [==============================] - 12s 120ms/step - loss: 0.3385 - val_loss: 2.8997 - lr: 0.0010\n",
      "Epoch 65/150\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 0.3712 - val_loss: 5.3192 - lr: 0.0010\n",
      "Epoch 66/150\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 0.4027 - val_loss: 3.7791 - lr: 0.0010\n",
      "Epoch 67/150\n",
      "97/97 [==============================] - 12s 120ms/step - loss: 0.5604 - val_loss: 16.9021 - lr: 0.0010\n",
      "Epoch 68/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 0.6614 - val_loss: 3.5023 - lr: 0.0010\n",
      "Epoch 69/150\n",
      "97/97 [==============================] - 11s 114ms/step - loss: 0.4379 - val_loss: 3.1811 - lr: 0.0010\n",
      "Epoch 70/150\n",
      "97/97 [==============================] - ETA: 0s - loss: 0.4694\n",
      "Epoch 70: val_loss did not improve from 3.01986\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 0.4694 - val_loss: 19.1099 - lr: 0.0010\n",
      "Epoch 71/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 0.5192 - val_loss: 4.4575 - lr: 0.0010\n",
      "Epoch 72/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 0.4385 - val_loss: 5.8492 - lr: 0.0010\n",
      "Epoch 73/150\n",
      "97/97 [==============================] - 11s 114ms/step - loss: 0.3736 - val_loss: 2.5626 - lr: 0.0010\n",
      "Epoch 74/150\n",
      "97/97 [==============================] - 11s 115ms/step - loss: 0.3115 - val_loss: 6.9516 - lr: 0.0010\n",
      "Epoch 75/150\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 0.3450 - val_loss: 3.5501 - lr: 0.0010\n",
      "Epoch 76/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 0.3100 - val_loss: 22.9063 - lr: 0.0010\n",
      "Epoch 77/150\n",
      "97/97 [==============================] - 11s 115ms/step - loss: 0.3251 - val_loss: 2.9126 - lr: 0.0010\n",
      "Epoch 78/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 0.2480 - val_loss: 4.3742 - lr: 0.0010\n",
      "Epoch 79/150\n",
      "97/97 [==============================] - 11s 115ms/step - loss: 0.2347 - val_loss: 3.8501 - lr: 0.0010\n",
      "Epoch 80/150\n",
      "97/97 [==============================] - ETA: 0s - loss: 0.2483\n",
      "Epoch 80: val_loss improved from 3.01986 to 2.36539, saving model to Paper.h5\n",
      "97/97 [==============================] - 11s 117ms/step - loss: 0.2483 - val_loss: 2.3654 - lr: 0.0010\n",
      "Epoch 81/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.2832 - val_loss: 25.2344 - lr: 0.0010\n",
      "Epoch 82/150\n",
      "97/97 [==============================] - 12s 120ms/step - loss: 0.2569 - val_loss: 2.4147 - lr: 0.0010\n",
      "Epoch 83/150\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 0.2718 - val_loss: 2.9106 - lr: 0.0010\n",
      "Epoch 84/150\n",
      "97/97 [==============================] - 11s 117ms/step - loss: 0.5644 - val_loss: 17.2928 - lr: 0.0010\n",
      "Epoch 85/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 0.4552 - val_loss: 2.9832 - lr: 0.0010\n",
      "Epoch 86/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 0.3885 - val_loss: 3.3684 - lr: 0.0010\n",
      "Epoch 87/150\n",
      "97/97 [==============================] - 11s 110ms/step - loss: 0.3433 - val_loss: 2.2308 - lr: 0.0010\n",
      "Epoch 88/150\n",
      "97/97 [==============================] - 11s 110ms/step - loss: 0.2191 - val_loss: 2.0235 - lr: 0.0010\n",
      "Epoch 89/150\n",
      "97/97 [==============================] - 11s 115ms/step - loss: 0.2460 - val_loss: 2.0256 - lr: 0.0010\n",
      "Epoch 90/150\n",
      "97/97 [==============================] - ETA: 0s - loss: 0.2519\n",
      "Epoch 90: val_loss did not improve from 2.36539\n",
      "97/97 [==============================] - 11s 117ms/step - loss: 0.2519 - val_loss: 4.4030 - lr: 0.0010\n",
      "Epoch 91/150\n",
      "97/97 [==============================] - 11s 110ms/step - loss: 0.2302 - val_loss: 2.0541 - lr: 0.0010\n",
      "Epoch 92/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.2272 - val_loss: 5.1030 - lr: 0.0010\n",
      "Epoch 93/150\n",
      "97/97 [==============================] - 11s 115ms/step - loss: 0.2280 - val_loss: 2.8524 - lr: 0.0010\n",
      "Epoch 94/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 0.2031 - val_loss: 2.2477 - lr: 0.0010\n",
      "Epoch 95/150\n",
      "97/97 [==============================] - 11s 114ms/step - loss: 0.2198 - val_loss: 3.0206 - lr: 0.0010\n",
      "Epoch 96/150\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 0.3735 - val_loss: 7.7568 - lr: 0.0010\n",
      "Epoch 97/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 0.2541 - val_loss: 20.3640 - lr: 0.0010\n",
      "Epoch 98/150\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 0.3281 - val_loss: 2.7073 - lr: 0.0010\n",
      "Epoch 99/150\n",
      "97/97 [==============================] - 12s 120ms/step - loss: 0.1872 - val_loss: 1.5800 - lr: 2.0000e-04\n",
      "Epoch 100/150\n",
      "97/97 [==============================] - ETA: 0s - loss: 0.0961\n",
      "Epoch 100: val_loss improved from 2.36539 to 1.45173, saving model to Paper.h5\n",
      "97/97 [==============================] - 12s 120ms/step - loss: 0.0961 - val_loss: 1.4517 - lr: 2.0000e-04\n",
      "Epoch 101/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 0.0839 - val_loss: 1.3662 - lr: 2.0000e-04\n",
      "Epoch 102/150\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 0.0695 - val_loss: 1.4105 - lr: 2.0000e-04\n",
      "Epoch 103/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0617 - val_loss: 1.4226 - lr: 2.0000e-04\n",
      "Epoch 104/150\n",
      "97/97 [==============================] - 11s 118ms/step - loss: 0.0571 - val_loss: 1.2808 - lr: 2.0000e-04\n",
      "Epoch 105/150\n",
      "97/97 [==============================] - 12s 119ms/step - loss: 0.0597 - val_loss: 1.3200 - lr: 2.0000e-04\n",
      "Epoch 106/150\n",
      "97/97 [==============================] - 11s 115ms/step - loss: 0.0516 - val_loss: 1.2747 - lr: 2.0000e-04\n",
      "Epoch 107/150\n",
      "97/97 [==============================] - 11s 114ms/step - loss: 0.0520 - val_loss: 1.5248 - lr: 2.0000e-04\n",
      "Epoch 108/150\n",
      "97/97 [==============================] - 12s 119ms/step - loss: 0.0567 - val_loss: 1.4481 - lr: 2.0000e-04\n",
      "Epoch 109/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 0.0492 - val_loss: 1.3051 - lr: 2.0000e-04\n",
      "Epoch 110/150\n",
      "97/97 [==============================] - ETA: 0s - loss: 0.0406\n",
      "Epoch 110: val_loss improved from 1.45173 to 1.33651, saving model to Paper.h5\n",
      "97/97 [==============================] - 11s 116ms/step - loss: 0.0406 - val_loss: 1.3365 - lr: 2.0000e-04\n",
      "Epoch 111/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0446 - val_loss: 1.2940 - lr: 2.0000e-04\n",
      "Epoch 112/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0477 - val_loss: 1.4723 - lr: 2.0000e-04\n",
      "Epoch 113/150\n",
      "97/97 [==============================] - 11s 110ms/step - loss: 0.0380 - val_loss: 1.6087 - lr: 2.0000e-04\n",
      "Epoch 114/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0363 - val_loss: 1.3034 - lr: 2.0000e-04\n",
      "Epoch 115/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0302 - val_loss: 1.4633 - lr: 2.0000e-04\n",
      "Epoch 116/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 0.0320 - val_loss: 1.8415 - lr: 2.0000e-04\n",
      "Epoch 117/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0311 - val_loss: 1.2987 - lr: 4.0000e-05\n",
      "Epoch 118/150\n",
      "97/97 [==============================] - 11s 110ms/step - loss: 0.0358 - val_loss: 1.2547 - lr: 4.0000e-05\n",
      "Epoch 119/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0256 - val_loss: 1.2539 - lr: 4.0000e-05\n",
      "Epoch 120/150\n",
      "97/97 [==============================] - ETA: 0s - loss: 0.0247\n",
      "Epoch 120: val_loss improved from 1.33651 to 1.23657, saving model to Paper.h5\n",
      "97/97 [==============================] - 11s 115ms/step - loss: 0.0247 - val_loss: 1.2366 - lr: 4.0000e-05\n",
      "Epoch 121/150\n",
      "97/97 [==============================] - 12s 119ms/step - loss: 0.0282 - val_loss: 1.2328 - lr: 4.0000e-05\n",
      "Epoch 122/150\n",
      "97/97 [==============================] - 11s 117ms/step - loss: 0.0299 - val_loss: 1.2465 - lr: 4.0000e-05\n",
      "Epoch 123/150\n",
      "97/97 [==============================] - 12s 121ms/step - loss: 0.0271 - val_loss: 1.2259 - lr: 4.0000e-05\n",
      "Epoch 124/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 0.0224 - val_loss: 1.2174 - lr: 4.0000e-05\n",
      "Epoch 125/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 0.0268 - val_loss: 1.2262 - lr: 4.0000e-05\n",
      "Epoch 126/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 0.0256 - val_loss: 1.2166 - lr: 4.0000e-05\n",
      "Epoch 127/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 0.0224 - val_loss: 1.2134 - lr: 4.0000e-05\n",
      "Epoch 128/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0230 - val_loss: 1.2283 - lr: 4.0000e-05\n",
      "Epoch 129/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0238 - val_loss: 1.2261 - lr: 4.0000e-05\n",
      "Epoch 130/150\n",
      "97/97 [==============================] - ETA: 0s - loss: 0.0269\n",
      "Epoch 130: val_loss improved from 1.23657 to 1.21797, saving model to Paper.h5\n",
      "97/97 [==============================] - 11s 115ms/step - loss: 0.0269 - val_loss: 1.2180 - lr: 4.0000e-05\n",
      "Epoch 131/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 0.0220 - val_loss: 1.2080 - lr: 4.0000e-05\n",
      "Epoch 132/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0241 - val_loss: 1.2210 - lr: 4.0000e-05\n",
      "Epoch 133/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0241 - val_loss: 1.2043 - lr: 4.0000e-05\n",
      "Epoch 134/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0269 - val_loss: 1.2284 - lr: 4.0000e-05\n",
      "Epoch 135/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0196 - val_loss: 1.2102 - lr: 4.0000e-05\n",
      "Epoch 136/150\n",
      "97/97 [==============================] - 11s 110ms/step - loss: 0.0214 - val_loss: 1.2437 - lr: 4.0000e-05\n",
      "Epoch 137/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 0.0271 - val_loss: 1.2256 - lr: 4.0000e-05\n",
      "Epoch 138/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0204 - val_loss: 1.2222 - lr: 4.0000e-05\n",
      "Epoch 139/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0198 - val_loss: 1.1956 - lr: 4.0000e-05\n",
      "Epoch 140/150\n",
      "97/97 [==============================] - ETA: 0s - loss: 0.0188\n",
      "Epoch 140: val_loss improved from 1.21797 to 1.17838, saving model to Paper.h5\n",
      "97/97 [==============================] - 11s 115ms/step - loss: 0.0188 - val_loss: 1.1784 - lr: 4.0000e-05\n",
      "Epoch 141/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0264 - val_loss: 1.2047 - lr: 4.0000e-05\n",
      "Epoch 142/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0166 - val_loss: 1.1974 - lr: 4.0000e-05\n",
      "Epoch 143/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0247 - val_loss: 1.1985 - lr: 4.0000e-05\n",
      "Epoch 144/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 0.0211 - val_loss: 1.2079 - lr: 4.0000e-05\n",
      "Epoch 145/150\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 0.0246 - val_loss: 1.2217 - lr: 4.0000e-05\n",
      "Epoch 146/150\n",
      "97/97 [==============================] - 11s 117ms/step - loss: 0.0151 - val_loss: 1.2197 - lr: 4.0000e-05\n",
      "Epoch 147/150\n",
      "97/97 [==============================] - 11s 114ms/step - loss: 0.0204 - val_loss: 1.2352 - lr: 4.0000e-05\n",
      "Epoch 148/150\n",
      "97/97 [==============================] - 11s 113ms/step - loss: 0.0199 - val_loss: 1.2329 - lr: 4.0000e-05\n",
      "Epoch 149/150\n",
      "97/97 [==============================] - 11s 111ms/step - loss: 0.0149 - val_loss: 1.2643 - lr: 4.0000e-05\n",
      "Epoch 150/150\n",
      "97/97 [==============================] - ETA: 0s - loss: 0.0171\n",
      "Epoch 150: val_loss did not improve from 1.17838\n",
      "97/97 [==============================] - 11s 112ms/step - loss: 0.0171 - val_loss: 1.2560 - lr: 4.0000e-05\n"
     ]
    }
   ],
   "source": [
    "# Train the model\n",
    "history = model.fit([X_train, y_train], epochs=150, validation_data=([X_test, y_test],None),batch_size=128, callbacks=[lr_scheduler, checkpoint])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Save the model\n",
    "# model.save('Paper_Resnet50-2.h5')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Evaluation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "97/97 [==============================] - 2s 16ms/step - loss: 1.2558\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "1.2557960748672485"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Evaluate the model\n",
    "model.evaluate([X_test, y_test])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "97/97 [==============================] - 3s 11ms/step\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# predict \n",
    "y_pred = model.predict([X_test, y_test])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[[5.63540534e-11, 3.15657019e-07, 1.77205550e-07, ...,\n",
       "         1.22479971e-09, 1.38329667e-10, 9.21813324e-02],\n",
       "        [6.34442518e-14, 1.83037425e-08, 3.72422752e-11, ...,\n",
       "         1.43252879e-12, 4.95436103e-13, 1.19992069e-06],\n",
       "        [2.88137264e-14, 5.18122600e-10, 1.11869829e-08, ...,\n",
       "         3.30648876e-12, 1.40158569e-13, 9.99996781e-01],\n",
       "        ...,\n",
       "        [5.35859389e-13, 1.68630852e-08, 7.09487913e-10, ...,\n",
       "         3.07540495e-12, 8.48966459e-13, 4.13867298e-07],\n",
       "        [3.94655385e-11, 2.78338397e-09, 6.29841318e-11, ...,\n",
       "         3.95678178e-11, 3.40472546e-11, 9.42993683e-10],\n",
       "        [6.06645940e-12, 5.42879353e-10, 2.94537128e-09, ...,\n",
       "         8.98477195e-11, 5.94733074e-12, 1.63717804e-08]],\n",
       "\n",
       "       [[1.16557588e-11, 1.68779707e-07, 2.23714721e-07, ...,\n",
       "         3.84131255e-10, 1.30954527e-11, 9.99992132e-01],\n",
       "        [3.18265509e-12, 1.36837572e-08, 3.50098645e-07, ...,\n",
       "         1.12784471e-09, 3.97386377e-12, 9.99999404e-01],\n",
       "        [1.25059650e-11, 3.54903911e-08, 1.94587145e-07, ...,\n",
       "         7.21113114e-10, 2.97864962e-11, 9.99999166e-01],\n",
       "        ...,\n",
       "        [7.96739451e-14, 1.47295253e-07, 3.16038893e-08, ...,\n",
       "         9.41656197e-10, 1.73906774e-13, 1.16412863e-01],\n",
       "        [4.40685086e-13, 5.87537308e-09, 6.45384759e-08, ...,\n",
       "         9.14902931e-10, 3.73898286e-13, 1.03045340e-06],\n",
       "        [3.60289576e-10, 3.86834728e-07, 3.55140492e-06, ...,\n",
       "         3.51306717e-08, 2.47916188e-10, 8.74071484e-05]],\n",
       "\n",
       "       [[1.95151298e-10, 4.38571305e-07, 2.39464129e-07, ...,\n",
       "         6.40998099e-09, 1.54088201e-10, 9.99983191e-01],\n",
       "        [1.34767503e-10, 9.70564003e-08, 1.10854572e-07, ...,\n",
       "         3.10382511e-08, 1.28063671e-10, 9.99441683e-01],\n",
       "        [4.79245976e-10, 1.84859381e-08, 7.42270288e-07, ...,\n",
       "         3.21647100e-08, 3.56126989e-10, 9.99589741e-01],\n",
       "        ...,\n",
       "        [1.91668458e-13, 8.99314845e-09, 2.44694931e-10, ...,\n",
       "         2.70895858e-11, 2.27544220e-13, 9.99999285e-01],\n",
       "        [9.41254019e-13, 3.45892492e-09, 1.58382488e-10, ...,\n",
       "         4.21347712e-09, 1.55186552e-12, 9.99999404e-01],\n",
       "        [2.65788308e-10, 3.71419482e-08, 4.34786784e-09, ...,\n",
       "         2.78148377e-07, 6.35719255e-10, 5.12034376e-07]],\n",
       "\n",
       "       ...,\n",
       "\n",
       "       [[1.54249269e-09, 6.10933830e-06, 2.04323793e-08, ...,\n",
       "         1.43485842e-04, 8.34614322e-10, 9.98366177e-01],\n",
       "        [6.94523050e-11, 1.26187780e-08, 1.51532442e-09, ...,\n",
       "         2.06371560e-08, 3.84912970e-11, 5.28600503e-06],\n",
       "        [4.93125141e-09, 8.47612203e-09, 2.90879198e-05, ...,\n",
       "         4.67792034e-07, 4.98298824e-09, 1.41283749e-02],\n",
       "        ...,\n",
       "        [4.34104037e-11, 1.59270584e-07, 2.16227689e-10, ...,\n",
       "         1.14759324e-09, 7.90517374e-11, 1.94184286e-05],\n",
       "        [8.64040561e-10, 1.69152958e-08, 2.97645331e-09, ...,\n",
       "         1.88505886e-08, 8.45247816e-10, 7.82526549e-05],\n",
       "        [6.71927358e-09, 9.24458590e-08, 3.63064032e-07, ...,\n",
       "         2.10099302e-07, 1.22904877e-08, 9.97191727e-01]],\n",
       "\n",
       "       [[3.29387212e-10, 4.25931432e-07, 6.22167846e-08, ...,\n",
       "         6.16856468e-08, 6.56027455e-10, 9.89208519e-01],\n",
       "        [9.05316516e-11, 1.85625296e-07, 1.10530465e-08, ...,\n",
       "         2.10028279e-11, 2.40841430e-10, 9.84707822e-06],\n",
       "        [4.60756225e-11, 1.82502724e-08, 1.22582640e-06, ...,\n",
       "         1.23260319e-10, 8.73284986e-11, 9.99902964e-01],\n",
       "        ...,\n",
       "        [2.34618287e-13, 1.27160451e-08, 6.49646779e-07, ...,\n",
       "         1.02241313e-10, 1.44640712e-12, 9.99930978e-01],\n",
       "        [3.58233478e-11, 1.97137648e-08, 6.63911924e-05, ...,\n",
       "         1.19349908e-08, 5.18359453e-11, 1.53440433e-05],\n",
       "        [1.42365824e-11, 2.57606292e-08, 2.50273729e-06, ...,\n",
       "         4.56182980e-10, 2.09556383e-11, 1.29628670e-05]],\n",
       "\n",
       "       [[2.48988156e-11, 1.04575875e-07, 1.29495064e-07, ...,\n",
       "         4.69236705e-10, 5.23221466e-11, 9.99700427e-01],\n",
       "        [4.45407572e-10, 4.11396468e-06, 7.06783339e-07, ...,\n",
       "         7.25282612e-10, 1.17755072e-09, 7.20759869e-01],\n",
       "        [2.70178872e-13, 3.52699825e-09, 3.21695937e-09, ...,\n",
       "         2.33415847e-12, 4.20331494e-13, 9.99993682e-01],\n",
       "        ...,\n",
       "        [7.38524029e-14, 2.20377700e-07, 6.88476343e-09, ...,\n",
       "         7.60117403e-12, 1.18649353e-13, 9.42638278e-01],\n",
       "        [2.12671702e-09, 1.61552052e-05, 3.58240470e-07, ...,\n",
       "         6.25563512e-09, 4.39853531e-09, 2.31162529e-03],\n",
       "        [3.27873111e-11, 5.71331675e-08, 7.26649745e-08, ...,\n",
       "         3.23270370e-08, 2.69606421e-11, 8.73759021e-09]]], dtype=float32)"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_pred"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[37, 28, 11, ..., 99, 99, 99],\n",
       "       [28, 37, 99, ..., 99, 99, 99],\n",
       "       [19, 99, 99, ..., 99, 99, 99],\n",
       "       ...,\n",
       "       [ 4,  8, 33, ..., 99, 99, 99],\n",
       "       [28, 36, 37, ..., 99, 99, 99],\n",
       "       [28, 38, 99, ..., 99, 99, 99]], dtype=int64)"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_test"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### CER Error defining"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def decode_batch_predictions(pred):\n",
    "    input_len = np.ones(pred.shape[0]) * pred.shape[1]\n",
    "    # Use greedy search. For complex tasks, you can use beam search.\n",
    "    results = keras.backend.ctc_decode(pred, input_length=input_len, greedy=True)[0][0][\n",
    "        :, :max_len\n",
    "    ]\n",
    "    # Iterate over the results and get back the text.\n",
    "    output_text = []\n",
    "    for res in results:\n",
    "        res = tf.gather(res, tf.where(tf.math.not_equal(res, -1)))\n",
    "        res = tf.strings.reduce_join(num_to_char(res)).numpy().decode(\"utf-8\")\n",
    "        output_text.append(res)\n",
    "    print(output_text)\n",
    "    return output_text\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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'ا', 'قو', 'لت', 'لت', 'زن', 'ة', 'ر', 'لضا', 'وصولنا', 'وصولنا', 'صحا', 'ء', '،', 'يق', '،', '،', 'مثل', 'خازن', 'لز', 'لتا', 'لز', 'عفيف', 'ث', 'ت', 'مع', 'نسر', 'ث', 'ا', 'في', 'فل', 'الكلما', 'بصحبة', 'ن', 'بط', 'بن', 'لضا', 'ا', '،', 'ء', 'شيخ', 'ك', 'و', 'ننا', 'خر', 'ل', 'ر', 'ظافر', 'ض', 'وف', 'ح', 'يتكلم', 'و', 'لؤ', 'ا', 'وسعينا', 'عفيف', 'ج', 'ذ', 'ك', 'قوافل', 'طفنا', 'ضر', 'ة', '،', 'فل', 'ثر', 'نسر', 'سا', 'لتالية', 'هو', 'لا', 'ئم', ':', 'ض', 'فهمها', 'طفنا', 'يتكلم', 'بكلمات', 'مشمش', 'طفنا', 'ش', 'ضرغا', 'إ', 'ن', 'طفد', 'يتكلم', 'ة', 'ظا', '.', 'متك', 'ض', 'قوا', 'بفس', 'مع', 'عطعوط', 'مشمش', 'البني', 'بط', 'ضر', 'ذهب', 'للحج', 'ا', 'بد', 'ؤوف', 'غيط', 'فا', 'ا', 'هو', 'أ', 'ض', 'نا', 'تعلم', 'ا', 'ج', 'ن', 'ت', 'لخيمة', 'ة', '.', 'بن', 'ن', 'رؤوف', '،', 'رع', 'لكلما', 'جح', 'ه', '،', 'ء', 'مظفر', 'فر', 'بكلما', 'فهمها', 'خا', 'ة', 'ا', 'را', 'ع', 'ا', 'سعينا', 'غ', 'بصحبة', '،', 'ئم', 'مثل', 'لا', 'التا', 'نقض', 'لت', 'وهو', 'هوالفل', 'ة', 'ضرغا', 'ه', 'ا', 'تعلم', 'النص', 'لزمتك', 'خا', 'الضا', 'فر', 'ث', 'إ', 'هل', 'للحج', 'بدأ', 'نسر', 'لت', 'إ', 'بث', 'جح', 'لحج', 'ري', 'بكلما', 'يلبي', 'حاج', 'خ', 'مشمش', 'إ', 'أخر', 'بدأ', 'نا', '،', 'في', 'ت', 'ذ', 'د', 'لزمتك', 'ا', 'صحا', 'غ', '،', 'ت', 'ك', 'و', 'د', 'إ', 'مثل', 'لضا', 'عطعوط', 'بن', 'يلبي', 'ن', 'ا', 'را', 'آ', 'ه', 'كا', 'صو', 'خ', 'سعينا', 'ا', '.', 'ي', 'ا', 'مظفر', 'ظا', 'ا', 'د', 'التالية', 'كا', 'عطعو', 'بث', 'لؤ', 'غ', 'لنص', 'ت', 'لهذا', 'فهمها', 'ت', 'مظفر', 'آ', 'ب', 'مشمش', 'ا', 'النص', 'نوح', '،', 'شيخ', 'أ', 'سأ', 'جا', 'لخيمة', '،', 'ل', 'للحج', 'ئدة', 'ذ', 'أ', 'ض', 'ئد', 'فهمها', 'يلبي', 'و', 'راجح', 'ذهب', 'نا', 'بفعوط', 'جح', '.', 'س', '.', '،', '،', 'ق', 'مظفر', 'بفلس', 'بفلس', 'آخر', 'نقض', '.شيخ', 'خ', 'ذ', 'ظ', 'في', '،', 'ظافر', 'له', 'ذ', 'لضا', 'أ', 'خر', 'عطعوط', 'د', 'له', 'ئد', '.', 'للحج', 'جا', 'ئدة', 'لا', 'للحج', 'ظا', 'س', 'ز', 'ضر', 'وسعينا', 'في', 'صحا', 'تا', 'عطعوط', 'النص', 'مظفر', 'ظا', 'را', 'خا', 'ت', 'صحابنا', 'للحج', 'ع', 'أننا', 'ن', 'لز', 'س', 'لؤ', 'لهذ', 'فر', 'قوا', 'لن', 'بلغ', 'بن', '،', '.يلبي', 'دا', 'ننا', 'س', 'غيظ', 'ا', 'أننا', 'رؤوف', 'شيخ', 'الكلما', 'درازق', 'مظفر', 'له', 'لخيمة', 'لحجيج', 'ط', ':', '.', 'لهذ', 'حا', 'ئم', 'ثر', 'هلاز', 'فل', 'را', 'مع', 'أ', 'ص', 'ضرغا', 'ث', '،', 'مشمس', 'بفلس', ':', 'ضرغام', 'مشمش', 'بصحبة', 'ثر', 'أفهمها', 'ص', '،', 'ننا', 'ل', 'يلبي', 'غيظ', 'ل', 'أصحا', 'رؤوف', 'أ', 'هل', 'و', 'إ', 'يلبي', 'لت', 'ا', 'له', 'عطعو', 'وهو', 'تلحج', 'ت', 'ئم', 'بصحبة', 'لت', 'بفلس', 'و', 'نا', 'خا', 'كا', 'غيظ', 'ضرغا', 'ث', 'ا', 'ص', 'وصولنا', 'ا', 'مع', 'حاج', 'ند', 'و', 'ك', 'ا', 'ب', 'مشمش', 'ث', 'مع', 'ننا', 'ا', 'ا', 'عطعوط', 'د', 'الخيمة', 'ا', 'حاج', 'مع', 'و', 'ي', 'و', 'نا', 'نا', 'ت', '،', 'مظفر', 'مظفر', 'كان', 'بد', 'عطعوط', 'حا', '،', 'م', 'ثر', 'را', 'بلغ', 'خاز', 'لية', 'فل', 'ئم', 'ع', 'حاج', 'و', 'آ', 'غيظ', 'أ', '.', 'ند', 'ضرغا', 'جح', 'ق', 'للحج', 'لا', 'هل', 'وسعينا', '.', 'م', '.', 'أت', 'و', 'هل', 'ا', 'ل', 'ا', 'مظفر', '.', 'ي', 'ئم', 'بد', '.', 'عفيف', 'ظا', 'ظا', 'ا', 'ظ', 'ا', '.', 'ت', 'ث', 'و', 'للحج', '،', 'ش', 'لتا', 'هلا', 'لؤ', 'يتكلم', 'للحج', '،', 'عند', 'ؤو', 'هل', 'ظا', 'خا', 'لزمتك', 'ء', '.', '،', 'إ', 'بصحبة', '،', 'لز', 'جا', 'ن', 'له', 'طفنا', '،', 'لحجيج', '،', 'م', '،', 'حج', '،', 'نا', 'را', '،', 'عرؤيف', 'شي', 'ا', 'وهو', 'ا', 'له', '،', '،', 'النص', 'جا', 'و', 'تعلم', 'ا', 'وسعينا', '،', 'مثل', 'بن', 'وصو', 'بكلما', 'ي', 'طفنا', 'ك', '.', 'ث', '.', 'ا', 'اصحابنا', 'همها', '.', 'سا', 'يق', 'بكلمات', ':', 'ا', 'ض', 'ه', 'ظا', 'بكلمات', 'ا', 'ا', 'رعؤو', 'ناء', '.', 'بصحبة', 'نا', 'ري', 'يلبي', 'شيخ', 'غيط', 'س', 'مثل', 'ئد', 'لحج', 'ا', 'اصحابنا', 'له', '،', 'د', 'مثل', 'لنا', 'نقض', 'د', 'رؤوف', 'نوح', 'بن', 'ة', 'هل', 'في', 'لؤي', '،', 'فهمها', 'بدأ', '.', 'لت', 'زن', 'لية', 'بلغ', '،', 'ي', 'في', 'ت', 'روؤو', '.', 'ضرغا', 'ص', 'ضرغام', 'جا', 'رؤ', 'ا', 'شيخ', 'وسعينا', 'للحج', 'را', 'يتكلم', 'ثر', 'ؤو', 'جح', 'م', 'ظا', 'ص', 'تا', 'مظفر', 'مع', 'ن', 'للحج', 'إ', 'ن', 'رؤوف', 'ض', '.', 'في', 'ط', '،', 'حاج', 'رؤوف', 'ة', 'غيظ', '،', 'ا', 'ح', 'ذ', 'بن', 'بث', 'الحجيج', 'ن', 'ا', 'لؤ', 'نقو', '.', 'وهلا', 'ز', 'عطعوط', '،', 'بصحبة', 'ر', 'أننا', 'النص', 'خا', 'لزمتك', 'لتا', 'نق', 'هلا', 'جا', 'النض', 'ر', '.', 'يلبي', 'ا', 'عند', 'ب', 'ي', 'فر', 'فهمها', 'يتكلم', 'لخيمت', 'و', '،', 'ي', 'ضرغام', '.', 'وصعو', 'ري', 'بنا', '،', 'ط', 'ئدة', 'نا', 'عند', 'را', 'بنا', 'بد', 'ا', 'نوح', 'ض', 'ي', '.', 'أت', 'لهد', 'مظفر', 'ي', 'ا', 'بكلما', 'الكلما', 'أ', 'شيخ', 'لت', 'ث', 'نا', 'هب', 'ت', 'نوح', 'أ', 'ج', '،', 'ه', 'ا', 'فهمها', 'يلبي', 'ا', 'د', 'م', 'قوا', 'ا', 'ببط', 'تعلم', 'ا', 'تعلم', 'ت', 'ا', '.', 'د', '.', 'ط', 'ئم', 'وهلال', 'مثل', '،', 'ق', 'لؤ', 'ضرغا', 'ظ', 'ن', 'هل', 'هلا', 'بلغ', 'ض', 'بلغ', 'ئم', 'طفنا', 'بلع', 'بلما', 'هب', 'و', 'ر', 'غيظ', 'ي', 'م', 'حا', 'أصحابنا', 'ه', 'بلغ', 'ت', 'ضرغا', 'هل', 'ا', 'سا', 'ذ', 'لخيمة', 'ئد', 'عطعوط', 'تعلم', 'ا', 'مظفر', 'مع', 'بد', 'ا', 'ا', 'لز', 'عطعوط', 'ت', 'أننا', 'ن', 'فا', '.', 'ة', 'بصحبة', 'و', 'يلؤي', '.', 'حا', 'فر', '،', 'و', 'بغلس', 'ا', 'ظ', 'ع', 'ل', 'عند', 'هلا', 'ج', 'صحابنا', 'نسر', 'ض', 'عطعوط', 'ض', 'إ', 'م', 'ء', 'ذ', 'عند', 'بصحبه', 'لحجيج', 'غيظ', '،', '،', 'ا', 'لحج', 'وهلا', '.', 'صحا', 'ضرغام', 'تعلم', 'أت', 'نقض', 'ج', 'هب', 'بدأ', '.', 'الخيمة', 'راق', 'ا', 'لت', 'آ', 'را', 'ء', 'عطعوط', 'أ', 'بكلما', 'ل', 'آر', 'ا', '.', '.', 'جاج', 'ق', 'الكلما', 'ا', 'ليه', 'ئم', 'ق', 'ن', 'خا', 'عند', 'التا', 'ا', 'ذ', '،', 'التا', 'ا', 'ط', 'أخر', '،', 'فر', 'مثل', 'وهلال', 'ي', 'وهلا', 'وهلا', 'ا', 'ضرغا', 'ض', 'ا', 'ش', 'ي', 'و', 'ا', 'لحلحج', 'ع', 'عفيف', 'إ', 'لنص', 'ظا', 'بصحبة', 'قوافل', 'ظا', 'ظ', 'ا', 'ك', 'ضصحا', 'رؤوف', 'هل', 'سأ', 'ظا', 'عفيف', 'نو', 'و', 'لت', 'بصحبة', 'ئدة', 'و', 'بصحبة', 'لؤ', 'فر', 'بد', 'لضا', 'للحج', '،', 'ر', 'ثر', 'بنا', 'هل', 'ا', 'رؤوف', 'حاج', 'ر', 'يق', 'غيظ', 'ش', 'ن', 'للحج', 'ئم', 'تعلم', 'هب', 'لكلمات', 'عصحبة', 'نوح', '،', '،', 'بط', 'جا', 'فا', 'مع', 'بكلما', 'د', 'ا', 'رؤوف', 'نوح', 'ا', 'ت', 'ا', 'خ', '،', 'بكلما', '.', 'لخيمة', 'لظا', 'ي', 'خا', 'س', '،', 'فل', 'نا', 'لا', 'يلبي', 'و', 'صو', 'فر', 'للحج', 'ي', 'يق', 'م', 'هب', '،', 'هل', '،', 'ك', 'فا', 'يتكلم', 'غ', 'ل', 'ط', '،', 'رايق', 'للحج', 'ء', 'آخر', '،', 'لؤ', 'لنا', 'عفيف', 'للحج', 'ق', 'و', 'التا', 'ل', 'بن', 'ؤ', 'مشمش', 'بن', '،', 'خ', 'لنا', 'طفنا', 'ا', 'في', 'ه', 'هلا', 'نوح', 'بلغ', 'ف', 'خ', 'خا', 'ح', 'كان', 'أ', '،', 'فا', '.', 'فل', '،', 'ن', '.', 'ئد', 'لزمتك', 'ج', 'وصولنا', 'غ', 'ع', 'خ', 'ظا', 'ا', 'فر', 'صو', '.', 'غيظ', 'عند', 'إ', 'تا', 'فا', 'ي', 'هو', '،', 'و', 'قوافل', '،', 'خاز', 'غيط', 'ق', 'ظ', 'ئم', 'ف', 'ثر', 'ظ', 'جاري', 'إ', 'ضرغا', '.', 'أ', 'ا', 'لزمتك', 'م', 'ا', 'يتكلم', 'س', 'ز', '،', 'مع', 'ا', 'عطعوط', 'مظفر', 'آخر', 'ت', 'له', 'مع', 'كا', 'لز', 'لحلحج', 'بلغ', 'الحج', 'بصحبة', 'عفيف', 'رط', 'م', 'تلم', 'النا', 'ناء', 'م', 'نقض', 'أ', 'في', '.', '.', 'ضر', 'را', 'بصحبة', '،', '،', 'ا', '،', 'شيخ', 'فا', 'نوح', 'ننا', 'س', 'ضرغا', 'ر', 'ض', 'لؤ', 'يف', 'ي', 'بلغ', 'ننا', 'الجح', 'فا', 'وسعينا', 'رؤوف', 'ا', 'ن', 'ؤ', 'عطعوط', 'بث', 'ا', 'ت', '،', 'في', 'لا', 'نقض', 'ا', 'ا', ':', 'بكلما', 'وصولنا', 'فهمها', 'عفيف', 'خاز', 'ش', 'غيظ', 'هل', 'فهمها', 'ف', 'ح', 'رؤوف', 'خا', 'ننا', 'حا', 'هو', 'ظا', 'ض', 'جا', 'ا', 'ن', '،', 'رؤوف', 'عطعوط', 'ئم', 'هل', 'ة', 'ش', 'يكلما', 'نا', 'م', 'مشمش', 'ا', 'بط', 'يلبي', 'لضا', 'نو', '،', 'أنا', 'للحج', 'ا', 'بد', 'ل', 'ل', '،', 'نوح', 'جح', 'هل', 'يو', 'ئم', 'لؤي', 'س', 'طفنا', 'أننا', '،', 'روؤف', 'لتا', 'له']\n"
     ]
    }
   ],
   "source": [
    "y_pred_text = decode_batch_predictions(y_pred)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# devectorize the labels\n",
    "y_test_texts = [devectorize_label(label) for label in y_test]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['الحج',\n",
       " 'لا',\n",
       " '.',\n",
       " 'قوا',\n",
       " 'ش',\n",
       " 'ث',\n",
       " 'يلبي',\n",
       " 'فا',\n",
       " 'ش',\n",
       " 'ئم',\n",
       " 'را',\n",
       " 'ثز',\n",
       " 'ت',\n",
       " 'ر',\n",
       " 'ا',\n",
       " 'نقض',\n",
       " '،',\n",
       " 'تعلم',\n",
       " 'هل',\n",
       " 'جاري',\n",
       " '.',\n",
       " 'عطعو',\n",
       " 'في',\n",
       " 'مثل',\n",
       " '.',\n",
       " 'نقض',\n",
       " 'عند',\n",
       " 'ص',\n",
       " 'ي',\n",
       " 'س',\n",
       " 'ا',\n",
       " 'بن',\n",
       " 'ع',\n",
       " 'آخر',\n",
       " 'للحج',\n",
       " 'وصولنا',\n",
       " '.',\n",
       " 'خر',\n",
       " 'يلبي',\n",
       " 'فر',\n",
       " 'ا',\n",
       " 'وهو',\n",
       " '،',\n",
       " '.',\n",
       " 'آخر',\n",
       " 'رايق',\n",
       " 'ي',\n",
       " 'يق',\n",
       " 'بللس',\n",
       " 'فل',\n",
       " 'ذ',\n",
       " 'فا',\n",
       " '.',\n",
       " 'ح',\n",
       " 'ب',\n",
       " 'هلا',\n",
       " 'للحج',\n",
       " 'خ',\n",
       " 'نقض',\n",
       " 'ضر',\n",
       " 'طفنا',\n",
       " 'ز',\n",
       " 'ذ',\n",
       " 'يتكلم',\n",
       " 'ثر',\n",
       " 'أت',\n",
       " 'وهو',\n",
       " 'ضرغا',\n",
       " 'لنا',\n",
       " 'فهمها',\n",
       " 'ي',\n",
       " '.',\n",
       " 'ت',\n",
       " 'ري',\n",
       " 'ا',\n",
       " 'ا',\n",
       " '.',\n",
       " 'رؤوف',\n",
       " '.',\n",
       " 'ظافر',\n",
       " 'ب',\n",
       " 'ثر',\n",
       " 'ر',\n",
       " 'و',\n",
       " 'في',\n",
       " '،',\n",
       " 'ر',\n",
       " 'خار',\n",
       " 'لضا',\n",
       " '،',\n",
       " 'ننا',\n",
       " ':',\n",
       " 'ذ',\n",
       " 'بنا',\n",
       " 'لهذ',\n",
       " 'الكلما',\n",
       " 'مشمش',\n",
       " 'م',\n",
       " 'الكلما',\n",
       " 'حا',\n",
       " 'ا',\n",
       " 'ب',\n",
       " '،',\n",
       " 'ذ',\n",
       " 'ع',\n",
       " 'ا',\n",
       " 'ع',\n",
       " 'ط',\n",
       " 'هلا',\n",
       " 'قو',\n",
       " 'في',\n",
       " 'ا',\n",
       " 'للحج',\n",
       " 'ا',\n",
       " 'ا',\n",
       " 'شيخ',\n",
       " 'لؤ',\n",
       " 'بفلس',\n",
       " '.',\n",
       " 'بكلما',\n",
       " '.',\n",
       " 'الشيخ',\n",
       " 'راؤف',\n",
       " 'وهلنا',\n",
       " 'نا',\n",
       " 'راجح',\n",
       " 'بصحبة',\n",
       " 'بلغ',\n",
       " 'ا',\n",
       " 'رذ',\n",
       " 'ا',\n",
       " 'لؤي',\n",
       " 'بنا',\n",
       " 'ا',\n",
       " 'لخمة',\n",
       " 'عفيف',\n",
       " 'رايق',\n",
       " 'و',\n",
       " 'ج',\n",
       " 'فل',\n",
       " 'ه',\n",
       " 'في',\n",
       " 'ا',\n",
       " 'زن',\n",
       " '،',\n",
       " 'طفنا',\n",
       " 'ر',\n",
       " 'آ',\n",
       " 'ا',\n",
       " 'خ',\n",
       " 'ا',\n",
       " 'لتا',\n",
       " 'يق',\n",
       " 'ع',\n",
       " 'عطعو',\n",
       " 'لزمتك',\n",
       " 'في',\n",
       " '.',\n",
       " 'في',\n",
       " 'النص',\n",
       " 'ع',\n",
       " 'ذ',\n",
       " 'د',\n",
       " '.',\n",
       " 'هل',\n",
       " 'تعلم',\n",
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       " 'م',\n",
       " 'وهلا',\n",
       " 'فا',\n",
       " 'هلا',\n",
       " 'هل',\n",
       " 'ا',\n",
       " '.',\n",
       " 'ه',\n",
       " 'بط',\n",
       " '.',\n",
       " 'ص',\n",
       " 'لية',\n",
       " 'عطعوط',\n",
       " 'بلغ',\n",
       " 'لز',\n",
       " 'عند',\n",
       " 'رؤوف',\n",
       " 'ن',\n",
       " 'يلبي',\n",
       " 'ثر',\n",
       " 'مثل',\n",
       " 'ها',\n",
       " 'بن',\n",
       " 'ئم',\n",
       " 'لكلمات',\n",
       " 'ق',\n",
       " 'عفيف',\n",
       " 'ضرغام',\n",
       " 'للحج',\n",
       " 'هل',\n",
       " 'ع',\n",
       " 'لخيمة',\n",
       " 'نا',\n",
       " 'ئد',\n",
       " 'بصحمهة',\n",
       " 'عند',\n",
       " ...]"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_pred_text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['الحج',\n",
       " 'لا',\n",
       " '.',\n",
       " 'قوا',\n",
       " 'ش',\n",
       " 'ث',\n",
       " 'يلبي',\n",
       " 'فا',\n",
       " 'ش',\n",
       " 'ئم',\n",
       " 'را',\n",
       " 'ز',\n",
       " 'ت',\n",
       " 'ر',\n",
       " 'ا',\n",
       " 'نقض',\n",
       " '،',\n",
       " 'تعلم',\n",
       " 'هل',\n",
       " 'جاري',\n",
       " '.',\n",
       " 'عطعو',\n",
       " 'ئم',\n",
       " 'مثل',\n",
       " '.',\n",
       " 'نقض',\n",
       " 'عند',\n",
       " 'هل',\n",
       " 'ي',\n",
       " 'س',\n",
       " 'ا',\n",
       " 'بن',\n",
       " 'ع',\n",
       " 'آخر',\n",
       " 'للحج',\n",
       " 'وصولنا',\n",
       " '.',\n",
       " 'خر',\n",
       " 'يلبي',\n",
       " 'فر',\n",
       " 'ا',\n",
       " 'وهو',\n",
       " '،',\n",
       " '.',\n",
       " 'آخر',\n",
       " 'رايق',\n",
       " 'ي',\n",
       " 'يق',\n",
       " 'بفلس',\n",
       " 'فل',\n",
       " 'ذ',\n",
       " 'فا',\n",
       " '.',\n",
       " 'ح',\n",
       " 'ب',\n",
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       " 'للحج',\n",
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       " 'ضر',\n",
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       " 'ذ',\n",
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       " 'ثر',\n",
       " 'أت',\n",
       " 'وهو',\n",
       " 'ضرغا',\n",
       " 'لنا',\n",
       " 'فهمها',\n",
       " 'في',\n",
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       " 'ت',\n",
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       " 'ا',\n",
       " '.',\n",
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       " '.',\n",
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       " 'ب',\n",
       " 'ثر',\n",
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       " 'خار',\n",
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       " 'نا',\n",
       " ':',\n",
       " 'ظ',\n",
       " 'بنا',\n",
       " 'لهذ',\n",
       " 'الكلما',\n",
       " 'مشمش',\n",
       " 'م',\n",
       " 'الكلما',\n",
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       " 'فهمها',\n",
       " 'يلي',\n",
       " 'بث',\n",
       " 'س',\n",
       " 'نو',\n",
       " 'ه',\n",
       " 'يلبي',\n",
       " 'بن',\n",
       " 'عفيف',\n",
       " '،',\n",
       " 'ك',\n",
       " 'ك',\n",
       " 'را',\n",
       " 'بد',\n",
       " 'هب',\n",
       " 'ل',\n",
       " 'ج',\n",
       " 'سعينا',\n",
       " '،',\n",
       " 'ي',\n",
       " 'ا',\n",
       " 'يلبي',\n",
       " 'أت',\n",
       " '.',\n",
       " 'ظا',\n",
       " 'وهو',\n",
       " 'سأ',\n",
       " 'لحجيج',\n",
       " 'ح',\n",
       " 'را',\n",
       " 'ص',\n",
       " 'ا',\n",
       " 'نوح',\n",
       " 'د',\n",
       " 'نسر',\n",
       " '.',\n",
       " 'و',\n",
       " 'نا',\n",
       " 'ذ',\n",
       " 'ء',\n",
       " 'آخر',\n",
       " 'قوا',\n",
       " 'را',\n",
       " 'لؤ',\n",
       " 'صو',\n",
       " 'جح',\n",
       " 'ش',\n",
       " 'لؤ',\n",
       " 'آ',\n",
       " 'لضا',\n",
       " 'ب',\n",
       " '.',\n",
       " 'مظفر',\n",
       " 'ن',\n",
       " 'يتلكم',\n",
       " '،',\n",
       " 'فا',\n",
       " 'ش',\n",
       " '،',\n",
       " 'ص',\n",
       " 'قوا',\n",
       " 'ت',\n",
       " 'غ',\n",
       " 'فا',\n",
       " 'يلبي',\n",
       " 'ن',\n",
       " 'نو',\n",
       " 'ل',\n",
       " 'ضرغا',\n",
       " 'لية',\n",
       " 'نا',\n",
       " 'يتكلم',\n",
       " 'يلبي',\n",
       " 'ن',\n",
       " 'هلا',\n",
       " 'وهو',\n",
       " 'بكلمات',\n",
       " 'يلبي',\n",
       " 'بد',\n",
       " 'ا',\n",
       " 'وصولنا',\n",
       " 'و',\n",
       " 'و',\n",
       " 'بصحبة',\n",
       " '.',\n",
       " 'خر',\n",
       " 'إ',\n",
       " '.',\n",
       " 'هلا',\n",
       " 'نسر',\n",
       " 'ناء',\n",
       " 'ه',\n",
       " 'نسر',\n",
       " 'جا',\n",
       " 'له',\n",
       " 'نسر',\n",
       " 'للحج',\n",
       " 'ئد',\n",
       " 'عطعو',\n",
       " 'ذ',\n",
       " 'غيظ',\n",
       " 'لز',\n",
       " 'ي',\n",
       " 'أ',\n",
       " 'س',\n",
       " '،',\n",
       " 'ح',\n",
       " 'هل',\n",
       " 'ثر',\n",
       " 'لحجيج',\n",
       " 'إ',\n",
       " 'ث',\n",
       " 'ننا',\n",
       " 'صحابنا',\n",
       " 'مشمش',\n",
       " ':',\n",
       " 'جا',\n",
       " 'هل',\n",
       " 'وصولنا',\n",
       " 'غام',\n",
       " 'لا',\n",
       " 'و',\n",
       " 'للحج',\n",
       " 'م',\n",
       " 'قو',\n",
       " 'ه',\n",
       " 'ظا',\n",
       " 'له',\n",
       " 'را',\n",
       " 'لخيمة',\n",
       " 'ظا',\n",
       " 'مظفر',\n",
       " 'في',\n",
       " 'را',\n",
       " 'الكلمات',\n",
       " 'ب',\n",
       " 'يق',\n",
       " 'لضا',\n",
       " 'الحج',\n",
       " 'ش',\n",
       " 'شيخ',\n",
       " 'بط',\n",
       " 'مع',\n",
       " 'التا',\n",
       " 'جا',\n",
       " 'نقض',\n",
       " 'كا',\n",
       " 'ث',\n",
       " 'ح',\n",
       " 'أ',\n",
       " 'لهذ',\n",
       " 'ضرغا',\n",
       " 'را',\n",
       " 'نا',\n",
       " '،',\n",
       " 'بد',\n",
       " 'بط',\n",
       " 'صو',\n",
       " 'هب',\n",
       " 'صحا',\n",
       " 'وسعينا',\n",
       " 'حا',\n",
       " 'ضرعام',\n",
       " 'خر',\n",
       " 'لهذ',\n",
       " 'له',\n",
       " 'را',\n",
       " 'ا',\n",
       " 'ح',\n",
       " 'وهو',\n",
       " 'مع',\n",
       " 'مظفر',\n",
       " '،',\n",
       " 'ضرعام',\n",
       " '.',\n",
       " 'للحج',\n",
       " '،',\n",
       " 'را',\n",
       " '،',\n",
       " 'للحج',\n",
       " 'بدأت',\n",
       " 'نا',\n",
       " 'بدأت',\n",
       " 'ضرعام',\n",
       " 'فل',\n",
       " 'مثل',\n",
       " 'بد',\n",
       " 'ب',\n",
       " 'ظافر',\n",
       " 'د',\n",
       " 'خ',\n",
       " 'فهمها',\n",
       " '.',\n",
       " 'ضرغام',\n",
       " 'را',\n",
       " 'را',\n",
       " 'ن',\n",
       " 'سألت',\n",
       " '.',\n",
       " 'ننا',\n",
       " 'ا',\n",
       " 'فل',\n",
       " 'لؤي',\n",
       " 'سأ',\n",
       " 'جح',\n",
       " 'خا',\n",
       " 'له',\n",
       " 'آخر',\n",
       " 'ضرغا',\n",
       " 'لا',\n",
       " ':',\n",
       " 'ه',\n",
       " 'لنص',\n",
       " 'بط',\n",
       " 'لا',\n",
       " 'لحج',\n",
       " 'ق',\n",
       " '.',\n",
       " 'ض',\n",
       " 'هب',\n",
       " 'م',\n",
       " 'هلا',\n",
       " 'ط',\n",
       " 'هلا',\n",
       " 'هل',\n",
       " 'ا',\n",
       " '.',\n",
       " 'ه',\n",
       " 'بط',\n",
       " '.',\n",
       " 'ص',\n",
       " 'لية',\n",
       " 'عطعوط',\n",
       " 'بلغ',\n",
       " 'لز',\n",
       " 'مثل',\n",
       " 'رؤوف',\n",
       " 'ن',\n",
       " 'يلبي',\n",
       " 'ثر',\n",
       " 'مثل',\n",
       " 'ضا',\n",
       " 'بن',\n",
       " 'ئم',\n",
       " 'الكلمات',\n",
       " 'ق',\n",
       " 'عفيف',\n",
       " 'ضرغام',\n",
       " 'للحج',\n",
       " 'هل',\n",
       " 'ج',\n",
       " 'لخيمة',\n",
       " 'وصولنا',\n",
       " 'ئد',\n",
       " 'لكلمات',\n",
       " 'عند',\n",
       " ...]"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_test_texts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# save y_pred_text as a whole txt file\n",
    "with open('y_pred_text.txt', 'w', encoding='utf-8') as f:\n",
    "    for item in y_pred_text:\n",
    "        f.write(\"%s\\n\" % item)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# save y_test_texts as a whole txt file\n",
    "with open('y_test_texts.txt', 'w', encoding='utf-8') as f:\n",
    "    for item in y_test_texts:\n",
    "        f.write(\"%s\\n\" % item)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import Levenshtein"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def calculate_cer(y_true, y_pred):\n",
    "    total_distance = 0\n",
    "    total_true_char = 0\n",
    "    for true_seq, pred_seq in zip(y_true, y_pred):\n",
    "        true_seq = true_seq.rstrip('\\n')\n",
    "        pred_seq = pred_seq.rstrip('\\n')\n",
    "        total_distance += Levenshtein.distance(true_seq, pred_seq)\n",
    "        total_true_char += len(true_seq)\n",
    "    calc=[total_distance, total_true_char]\n",
    "    cer = (total_distance / total_true_char)\n",
    "    return cer, calc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "739 / 7157 = 10.33%\n"
     ]
    }
   ],
   "source": [
    "cer, calc = calculate_cer(y_test_texts, y_pred_text)\n",
    "print(calc[0],\"/\",calc[1],\"=\",\"{:.2f}%\".format(cer*100))"
   ]
  }
 ],
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